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My
Google Scholar profile is a reasonably accurate snapshot of my publication
output.
Forthcoming publications/research in progress
- Kuzmin, Gleb, Artem Vazhentsev, Artem Shelmanov, Xudong Han, Simon Suster,
Maxim Panov, Alexander Panchenko and Timothy Baldwin (to appear) Uncertainty
Estimation for Debiased Models: Does Fairness Hurt Reliability?
In Proceedings of the 3rd Conference of the Asia-Pacific Chapter of the
Association for Computational Linguistics and the 13th International Joint
Conference on Natural Language Processing (AACL-IJCNLP 2023), Bali,
Indonesia.
- Fang, Biaoyan, Trevor Cohn, Timothy Baldwin and Lea Frermann (to appear)
It's not only What You Say, It's also Who It's Said to: Counterfactual
Analysis of Interactive Behavior in the Courtroom, In Proceedings of the
3rd Conference of the Asia-Pacific Chapter of the Association for
Computational Linguistics and the 13th International Joint Conference on
Natural Language Processing (AACL-IJCNLP 2023), Bali, Indonesia.
- Li, Haonan, Martin Tomko and Timothy Baldwin (to appear) Location Aware
Modular Biencoder for Tourism Question Answering, In Findings of the
Association for Computational Linguistics: AACL-IJCNLP 2023, Bali,
Indonesia.
2023
- Ma, Chunpeng, Aili Shen, Hiyori Yoshikawa, Tomoya Iwakura, Daniel Beck
and Timothy Baldwin
(2023) On the
Effectiveness of Images in Multi-modal Text Classification: An Annotation
Study, ACM Transactions on Asian Low-Resource Languages and
Information Processing 22(3) pp. 1—19.
- Šuster, Simon, Timothy Baldwin, Jey Han Lau, Antonio Jimeno Yepes, David
Martinez Iraola, Yulia Otmakhova and Karin Verspoor (2023) Automating
Quality Assessment of Medical Evidence in Systematic
Reviews, Journal of Medical Internet Research 25:e35568.
- Genta Indra Winata, Alham Fikri Aji, Samuel Cahyawijaya, Rahmad
Mahendra, Fajri Koto, Ade Romadhony, Kemal Maulana Kurniawan, David
Moeljadi, Radityo Eko Prasojo, Pascale Fung, Timothy Baldwin, Jey Han Lau,
Rico Sennrich and Sebastian Ruder
(2023) NusaX:
Multilingual Parallel Sentiment Dataset for 10 Indonesian Local
Languages, In Proceedings of the 17th Conference of the European
Chapter of the Association for Computational Linguistics (EACL 2023),
Dubrovnik, Croatia, pp. 815—834.
- Han, Xudong, Timothy Baldwin and Trevor Cohn
(2023) Fair Enough:
Standardizing Evaluation and Model Selection for Fairness Research in
NLP, In Proceedings of the 17th Conference of the European Chapter
of the Association for Computational Linguistics (EACL 2023),
Dubrovnik, Croatia, pp. 297—312.
- Han, Xudong, Timothy Baldwin and Trevor Cohn
(2023) Everybody
Needs Good Neighbours: An Unsupervised Locality-based Method for Bias
Mitigation, In
Proceedings of the Eleventh International Conference on Learning
Representations (ICLR 2023), Kigali, Rwanda.
- Šuster, Simon, Timothy Baldwin and Karin Verspoor
(2023) Analysis of
predictive performance and reliability of classifiers for quality assessment
of medical evidence revealed important variation by medical
area, Journal of Clinical Epidemiology 159, P58-69.
- Cahyawijaya, Samuel, Holy Lovenia, Alham Fikri Aji, Genta Indra Winata,
Bryan Wilie, Fajri Koto, Rahmad Mahendra, Christian Wibisono, Ade Romadhony,
Karissa Vincentio, Jennifer Santoso, David Moeljadi, Cahya Wirawan,
Frederikus Hudi, Muhammad Satrio Wicaksono, Ivan Halim Parmonangan, Ika
Alfina, Ilham Firdausi Putra, Samsul Rahmadani, Yulianti Oenang, Ali Akbar
Septiandri, James Jaya, Kaustubh Dhole, Arie Suryani, Rifki Afina Putri, Dan
Su, Keith David Stevens, Made Nindyatama Nityasya, Muhammad Farid
Adilazuarda, Ryan Ignatius Hadiwijaya, Ryandito Diandaru, Tiezheng Yu, Vito
Ghifari, Wenliang Dai, Yan Xu, Dyah Inastra Damapuspita, Haryo Akbarianto
Wibowo, Cuk Tho, Ichwanul Muslim Karo Karo, Tirana Noor Fatyanosa, Ziwei Ji,
Graham Neubig, Timothy Baldwin, Sebastian Ruder, Pascale Fung, Herry
Sujaini, Sakriani Sakti and Ayu Purwarianti
(2023) NusaCrowd:
Open Source Initiative for Indonesian NLP Resources, In Findings of
ACL, pp. 13745—13818.
- Wada, Takashi, Yuji Matsumoto, Timothy Baldwin and Jey Han Lau (2023)
Unsupervised
Paraphrasing of Multiword Expressions, In Findings of ACL
pp. 4732—4746.
- Dasgupta, Sayantan, Trevor Cohn and Timothy Baldwin
(2023) Improving
Model-Agnostic Distillation for Large Language Models, In Findings
of ACL, pp. 7346—7354.
- Truong, Thinh Hung, Timothy Baldwin, Karin Verspoor and Trevor Cohn
(2023) Language Models
are not Naysayers: An Analysis of Language Models on Negation
Benchmarks, In Proceedings of the Twelfth Joint Conference on
Lexical and Computational Semantics (*SEM 2023), Toronto, Canada,
pp. 101—114.
- Suster, Simon, Timothy Baldwin and Karin Verspoor
(2023) Does Promoting
Fairness in Classification of Quality of Medical Evidence Work?,
In Proceedings of the 22nd SIGBioMed Workshop on Biomedical Language
Processing (BioNLP 2023), Toronto, Canada, pp. 413—426.
- Saint-Jalmes, Martin, Victor Fedyashov, Daniel Beck, Timothy Baldwin,
Noel G. Faux, Pierrick Bourgeat, Jurgen Fripp, Colin L. Masters, Benjamin
Goudey (2023) Disease
Progression Modelling of Alzheimer's Disease Using Probabilistic Principal
Components Analysis, NeuroImage 278.
- Yuxia, Wang, Shimin Tao, Ning Xie, Hao Yang, Karin Verspoor, Timothy Baldwin
(2023) Collective Human Opinions in Semantic Textual
Similarity, Transactions of the Association for Computational
Linguistics 11, pp. 997—1013.
2022
- Hur, Brian, Laura Y Hardefeldt, Karin Verspoor, Timothy Baldwin and James
R Gilkerson (2022) Overcoming challenges in extracting prescribing habits
from veterinary clinics using big data and deep learning, Australian
Veterinary Journal
- Jeffries, Bryn, Timothy Baldwin and Marion Zalk
(2022) Online
Examinations in a Large Australian CS1 Course, In Proceedings of
the Twenty-Fourth Australasian Computing Education Conference (ACE
2022), online.
- Hur, Brian, Laura Y Hardefeldt, Karin M Verspoor, Timothy Baldwin and
James R Gilkerson (2022) Evaluating the dose, indication and agreement with
guidelines of antimicrobial use in companion animal practice with natural
language
processing, JAC-Antimicrobial
Resistance 4(1).
- Koto, Fajri, Timothy Baldwin and Jey Han Lau
(2022) FFCI:
A Framework for Interpretable Automatic Evaluation of
Summarization, Journal of Artificial Intelligence Research 73,
pp. 1553—1607.
- Koto, Fajri, Jey Han Lau and Timothy Baldwin
(2022) Can Pretrained
Language Models Generate Persuasive, Faithful, and Informative Ads Text for
Product Descriptions?, In Proceedings of the Fifth Workshop on
e-Commerce and NLP, pp. 234—243.
- Koto, Fajri, Timothy Baldwin and Jey Han Lau
(2022) Cloze
Evaluation for Deeper Understanding of Commonsense Stories in
Indonesian, In Proceedings of the ACL 2022 Workshop on
Commonsense Representation and Reasoning, pp. 8—16
- Otmakhova, Yulia, Karin Verspoor, Timothy Baldwin and Jey Han Lau (2022)
The patient is more
dead than alive: exploring the current state of the multi-document
summarisation of the biomedical literature, In Proceedings of
the 60th Annual Meeting of the Association for Computational Linguistics
(ACL 2022), pp. 5098—5111.
- Aji, Alham Fikri, Genta Indra Winata, Fajri Koto, Samuel Cahyawijaya,
Ade Romadhony, Rahmad Mahendra, Kemal Kurniawan, David Moeljadi, Radityo
Eko Prasojo, Timothy Baldwin, Jey Han Lau and Sebastian Ruder
(2022) One Country,
700+ Languages: NLP Challenges for Underrepresented Languages and Dialects
in Indonesia, In Proceedings of the 60th Annual Meeting of the
Association for Computational Linguistics (ACL 2022),
pp. 7226—7249.
- Fang, Biaoyan, Timothy Baldwin and Karin Verspoor
(2022) What does
it take to bake a cake? The RecipeRef corpus and anaphora resolution in
procedural text, In Findings of ACL, 3481—3495.
- Li, Yuan, Biaoyan Fang, Jiayuan He, Hiyori Yoshikawa, Saber A Akhondi,
Christian Druckenbrodt, Camilo Thorne, Zenan Zhai, Zubair Afzal, Trevor
Cohn, Timothy Baldwin and Karin Verspoor (2022) The ChEMU 2022 Evaluation
Campaign: Information Extraction in Chemical Patents, In Proceedings of
the European Conference on Information Retrieval (ECIR 2022),
pp. 400—407, Stavanger, Norway.
- Wang, Yuxia, Daniel Beck, Timothy Baldwin and Karin Verspoor (2022)
Uncertainty Estimation and
Reduction of Pre-trained Models for Text
Regression, Transactions of the Association for Computational
Linguistics 10, 680—696.
- Baldwin, Timothy (2022)
Trends and
Risks Associated with Pre-trained Language Models, NHK技研
R&D No. 189, Foreword (in Japanese).
- Li, Haonan, Martin Tomko, Maria Vasardani and Timothy Baldwin (2022)
MultiSpanQA: A
Dataset for Multi-Span Question Answering, In Proceedings of the
2022 Conference of the North American Chapter of the Association for
Computational Linguistics – Human Language Technologies (NAACL HLT
2022), pp. 1250—1260.
- Truong, Thinh Hung , Timothy Baldwin, Trevor Cohn and Karin Verspoor
(2022) Improving
negation detection with negation-focused pre-training,
In Proceedings of the 2022 Conference of the North American Chapter of
the Association for Computational Linguistics – Human Language
Technologies (NAACL HLT 2022), pp. 4188—4193.
- Shen, Aili, Xudong Han, Trevor Cohn, Timothy Baldwin and Lea Frermann
(2022) Optimising
Equal Opportunity Fairness in Model Training, In Proceedings of the
2022 Conference of the North American Chapter of the Association for
Computational Linguistics – Human Language Technologies (NAACL HLT
2022), pp. 4073—4084.
- Li, Haonan, Yameng Huang, Yeyun Gong, Jian Jiao, Ruofei Zhang, Timothy
Baldwin and Nan Duan
(2022) CULG:
Commercial Universal Language Generation, In Proceedings of the 2022
Conference of the North American Chapter of the Association for
Computational Linguistics – Human Language Technologies (NAACL HLT
2022), Industry Track, pp. 112—120.
- Koto, Fajri, Timothy Baldwin and Jey Han Lau (2022)
LipKey: A Large-Scale
News Dataset for Absent Keyphrases Generation and Abstractive
Summarization, In Proceedings of the 29th International Conference
on Computational Linguistics (COLING 2022), Gyeongju, Republic of
Korea, pp. 3427—3437.
- Wada, Takashi, Timothy Baldwin, Yuji Matsumoto and Jey Han Lau (2022)
Unsupervised Lexical
Substitution with Decontextualised Embeddings, In Proceedings of
the 29th International Conference on Computational Linguistics (COLING
2022), Gyeongju, Republic of Korea, pp. 4172—4185.
- Wang, Yuxia, Karin Verspoor and Timothy Baldwin
(2022) Noisy Label
Regularisation for Textual Regression, In Proceedings of the 29th
International Conference on Computational Linguistics (COLING 2022),
Gyeongju, Republic of Korea, pp. 4228—4240.
- Otmakhova, Yulia, Thinh Hung Truong, Timothy Baldwin, Trevor Cohn, Karin
Verspoor and Jey Han Lau
(2022) LED down the rabbit
hole: exploring the potential of global attention for biomedical
multi-document summarisation, In Proceedings of the Third Workshop
on Scholarly Document Processing, Gyeongju, Republic of Korea,
pp. 181—187.
- Shen, Andrew, Fajri Koto, Jey Han Lau and Timothy Baldwin (2022)
Easy-First Bottom-Up
Discourse Parsing via Sequence Labelling, In
Proceedings of the 3rd Workshop on Computational Approaches to
Discourse, Gyeongju, Republic of Korea, pp. 35—41.
- Shen, Aili, Xudong Han, Trevor Cohn, Timothy Baldwin and Lea Frermann
(2022) Does
Representational Fairness Imply Empirical Fairness? In Findings
of the Association for Computational Linguistics: AACL-IJCNLP 2022,
virtual, pp. 81—95.
- Han, Xudong, Aili Shen, Trevor Cohn, Timothy Baldwin and Lea Frermann
(2022) Systematic
Evaluation of Predictive Fairness, In Proceedings of the 2nd
Conference of the Asia-Pacific Chapter of the Association for
Computational Linguistics and the 12th International Joint Conference on
Natural Language Processing (AACL-IJCNLP 2022), virtual,
pp. 68—81.
- Truong, Thinh Hung, Yulia Otmakhova, Timothy Baldwin, Trevor Cohn, Jey
Han Lau and Karin Verspoor
(2022) Not another
Negation Benchmark: The NaN-NLI Test Suite for Sub-clausal Negation,
In Proceedings of the 2nd Conference of the Asia-Pacific Chapter of
the Association for Computational Linguistics and the 12th International
Joint Conference on Natural Language Processing (AACL-IJCNLP 2022),
virtual, pp. 883—894.
- Wang Siyang, Šuster Simon, Baldwin Timothy and Verspoor Karin (2022)
Predicting Publication of
Clinical Trials Using Structured and Unstructured Data: Model Development
and Validation Study, Journal of Medical Internet Research
24(12):e38859.
- Han, Xudong, Aili Shen, Yitong Li, Lea Frermann, Timothy Baldwin and
Trevor Cohn
(2022) FairLib: A
Unified Framework for Assessing and Improving Fairness,
In Proceedings of the 2022 Conference on Empirical Methods in Natural
Language Processing (EMNLP 2022) Demo Session, Abu Dhabi,
pp. 60—71.
- Han, Xudong, Timothy Baldwin and Trevor Cohn
(2022) Balancing
out Bias: Achieving Fairness Through Balanced Training,
In Proceedings of the 2022 Conference on Empirical Methods in
Natural Language Processing (EMNLP 2022), Abu Dhabi, UAE,
pp. 11335—11350.
- Otmakhova, Yulia, Karin Verspoor, Timothy Baldwin, Antonio Jimeno Yepes
and Jey Han Lau
(2022) M3:
Multi-level dataset for Multi-document summarisation of Medical studies,
In Findings of EMNLP 2022, Abu Dhabi, UAE.
- Han, Xudong, Aili Shen, Yitong Li, Lea Frermann, Timothy Baldwin and
Trevor Cohn
(2022) Towards Fair
Dataset Distillation, In Proceedings of the Third Workshop on Simple
and Efficient Natural Language Processing (SustainNLP 2022), Abu Dhabi,
UAE, pp. 65—72.
- Vallejo, Gisela, Timothy Baldwin and Lea Frermann
(2022) Evaluating the
Examiner: The Perils of Pearson Correlation for Automatic Summarisation
Evaluation, In Proceedings of the 2022 Australasian Language
Technology Workshop (ALTW 2022), Adelaide, Australia,
pp. 130—138.
- Xing, Rui, Shraey Bhatia, Timothy Baldwin and Jey Han Lau (2022)
Automatic Explanation
Generation For Climate Science Claims, In Proceedings of the 2022
Australasian Language Technology Workshop (ALTW 2022), Adelaide,
Australia, pp. 122—129.
- Taylor, Joanna E., Meladel Mistica, Graham Fairclough and Timothy Baldwin
(2022) Inferring
Value: A Multiscalar Analysis of Landscape Character Assessments, In
Ross S. Purves, Olga Koblet, and Benjamin Adam (eds.) Environmental
Narratives, Ubiquity Press Ltd., pp. 179—196.
2021
- Li, Haonan, Ehsan Hamzei, Ivan Majic, Hua Hua, Jochen Renz, Martin
Tomko, Maria Vasardani, Stephan Winter and Timothy Baldwin
(2021) Neural
Factoid Geospatial Question Answering, Journal of Spatial
Information Science 23, pp. 65—90.
- Baldwin, Timothy, William Croft, Joakim Nivre and Agata Savary (2021)
Universals of
Linguistic Idiosyncrasy in Multilingual Computational Linguistics
(Dagstuhl Seminar 21351), Dagstuhl Reports 11(7), pp. 89--138.
- Sun, Qian, Aili Shen, Hiyori Yoshikawa, Chunpeng Ma, Daniel Beck, Tomoya
Iwakura and Timothy Baldwin (2021) Evaluating Hierarchical Document
Categorisation, In Proceedings of the 2021 Australasian Language
Technology Workshop (ALTW 2021), virtual, pp. 179—184.
- van der Goot, Rob, Alan Ramponi, Arkaitz Zubiaga, Barbara Plank,
Benjamin Muller, Iñaki San Vicente Roncal, Nikola Ljubešic, Özlem Çetinoglu,
Rahmad Mahendra, Talha Çolakoglu, Timothy Baldwin, Tommaso Caselli and
Wladimir Sidorenko
(2021) MultiLexNorm:
A shared task on multilingual lexical normalization, In Proceedings
of the 7th Workshop on Noisy User-generated Text (W-NUT 2021), Online
and Punta Cana, Dominican Republic.
- Wada, Takashi, Tomoharu Iwata, Yuji Matsumoto, Timothy Baldwin and Jey
Han Lau (2021) Learning
Contextualised Cross-lingual Word Embeddings and Alignments for Extremely
Low-Resource Languages Using Parallel Corpora, In
Proceedings of the EMNLP 2021 Workshop on Multilingual Representation
Learning, Online and Punta Cana, Dominican Republic, pp. 16—31.
- Vihikan, Wayan Oger, Meladel Mistica, Inbar Levy, Andrew Christie and
Timothy Baldwin
(2021) Automatic
Resolution of Domain Name Disputes, In
Proceedings of the Natural Legal Language Processing Workshop 2021,
online, Online and Punta Cana, Dominican Republic, pp. 228—238.
- Mistica, Meladel, Jey Han Lau, Brayden Merrifield, Kate Fazio and
Timothy Baldwin
(2021) Semi-automatic
Triage of Requests for Free Legal Assistance, In Proceedings of the
Natural Legal Language Processing Workshop 2021, online, Online and
Punta Cana, Dominican Republic, pp. 217—227.
- Koto, Fajri, Jey Han Lau and Timothy Baldwin (2021) IndoBERTweet: A
Pretrained Language Model for Indonesian Twitter with Effective
Domain-Specific Vocabulary Initialization, In Proceedings of the
2021 Conference on Empirical Methods in Natural Language Processing (EMNLP
2021), Online and Punta Cana, Dominican Republic, pp. 10660—10668.
- Subramanian, Shivashankar, Afshin Rahimi, Timothy Baldwin, Trevor Cohn
and Lea Frermann
(2021) Fairness-aware
Class Imbalanced Learning, In Proceedings of the 2021 Conference on
Empirical Methods in Natural Language Processing (EMNLP 2021), Online
and Punta Cana, Dominican Republic, pp. 2045—2051.
- Subramanian, Shivashankar, Xudong Han, Timothy Baldwin, Trevor Cohn and
Lea Frermann (2021) Evaluating Debiasing
Techniques for Intersectional Biases , In Proceedings of the 2021
Conference on Empirical Methods in Natural Language Processing (EMNLP
2021), Online and Punta Cana, Dominican Republic, pp. 2492—2498.
- Li, Haonan, Yeyun Gong, Jian Jiao, Ruofei Zhang, Timothy Baldwin and Nan
Duan (2021) KFCNet:
Knowledge Filtering and Contrastive Learning for Generative Commonsense
Reasoning , In Findings of EMNLP, Online and Punta Cana, Dominican Republic, pp. 2918—2928.
- Rogers, Anna, Timothy Baldwin and Kobi Leins
(2021) 'Just
What do You Think You're Doing, Dave?' A Checklist for Responsible Data Use
in NLP, In Findings of EMNLP, Online and Punta Cana, Dominican
Republic, pp. 4821—4833.
- Shen, Aili, Meladel Mistica, Bahar Salehi, Hang Li, Timothy Baldwin and
Jianzhong Qi
(2021) Evaluating
Document Coherence Modelling,
Transactions of the Association for Computational Linguistics 9:
621—640.
- Breen, James, Timothy Baldwin and Francis Bond
(2021) Identification
of Neologisms in Japanese Corpora using Synthesis, In
Proceedings of the XiX EURALEX International Congress (EURALEX
2021), online.
- Hiyori Yoshikawa, Saber A. Akhondi, Camilo Thorne, Christian
Druckenbrodt, Ralph Hoessel, Zenan Zhai, Jiayuan He, Timothy Baldwin and
Karin Verspoor
(2021) Chemical Reaction
Reference Resolution in Patents, In
Proceedings of the 2021 Workshop on Patent Text Mining and Semantic
Technologies (PatentSemTech 2021), pp. 10—17.
- Šuster, Simon, Karin Verspoor, Timothy Baldwin, Jey Han Lau, Antonio
Jimeno-Yepes, David Martinez and Yula Otmakhova
(2021) Impact of Detecting
Clinical Trial Elements in Exploration of COVID-19 Literature. In
Proceedings of The Fourth International Workshop on Health Natural
Language Processing (HealthNLP 2021).
- Shen, Aili and Timothy Baldwin
(2021) A Simple yet
Effective Method for Sentence Ordering, In Proceedings of the 22nd
Annual Meeting of the Special Interest Group on Discourse and Dialogue
(SIGDIAL 2021), Singapore and online, pp. 154—160.
- Koto, Fajri, Jey Han Lau and Timothy Baldwin
(2021) Evaluating
the Efficacy of Summarization Evaluation across Languages, Findings
of ACL, pp. 801—812.
- Han, Xudong, Timothy Baldwin and Trevor Cohn (2021)
Decoupling
Adversarial Training for Fair NLP, Findings of ACL, pp. 471—477.
- Winter, Stephan, Timothy Baldwin, Martin Tomko, Jochen Renz, Werner Kuhn
and Maria Vasardani
(2021) Spatial
Concepts in the Conversation With a Computer, In
Communications of the ACM 64(7), pp. 82—88.
- He, Jiayuan, Dat Quoc Nguyen, Saber A. Akhondi, Christian Druckenbrodt,
Camilo Thorne, Ralph Hoessel, Zubair Afzal, Zenan Zhai, Biaoyan Fang, Hiyori
Yoshikawa, Ameer Albahem, Lawrence Cavedon, Trevor Cohn, Timothy Baldwin and
Karin Verspoor
(2021) ChEMU
2020: Natural Language Processing Methods Are Effective for Information
Extraction From Chemical Patents,
Frontiers in Research Metrics and Analytics 6.
- Bhatia, Shraey, Jey Han Lau and Timothy Baldwin
(2021) Automatic
Classification of Neutralization Techniques in the Narrative of Climate
Change Scepticism, In Proceedings of the 2021 Conference of the
North American Chapter of the Association for Computational Linguistics
– Human Language Technologies (NAACL HLT 2021), virtual.
- Koto, Fajri, Jey Han Lau and Timothy Baldwin
(2021) Discourse
Probing of Pretrained Language Models, In Proceedings of the 2021
Conference of the North American Chapter of the Association for
Computational Linguistics – Human Language Technologies (NAACL HLT
2021), virtual.
- Han, Xudong, Timothy Baldwin and Trevor Cohn (2021) Diverse
Adversaries for Mitigating Bias in Training, In Proceedings of the
16th Conference of the European Chapter of the Association for Computational
Linguistics (EACL 2021), virtual, pp. 2760—2765.
- Koto, Fajri, Jey Han Lau and Timothy Baldwin (2021) Top-down
Discourse Parsing via Sequence Labelling, In Proceedings of the 16th
Conference of the European Chapter of the Association for Computational
Linguistics (EACL 2021), virtual, pp. 715-726.
- Fang, Biaoyan, Christian Druckenbrodt, Saber A Akhondi, Jiayuan He,
Timothy Baldwin and Karin Verspoor (2021) ChEMU-Ref: A
Corpus for Modeling Anaphora Resolution in the Chemical Domain, In
Proceedings of the 16th Conference of the European Chapter of the
Association for Computational Linguistics (EACL 2021), virtual,
pp. 1362—1375.
- Ma, Chunpeng, Aili Shen, Hiyori Yoshikawa, Tomoya Iwakura, Daniel Beck
and Timothy Baldwin (2021) On the
(In)Effectiveness of Images for Text Classification, In Proceedings
of the 16th Conference of the European Chapter of the Association for
Computational Linguistics (EACL 2021), virtual, pp. 42—48.
- He, Jiayuan, Biaoyan Fang, Hiyori Yoshikawa, Saber A. Akhondi, Christian
Druckenbrodt, Camilo Thorne, Zubair Afzal, Zenan Zhai, Lawrence Cavedon,
Trevor Cohn, Timothy Baldwin and Karin Verspoor (2021) ChEMU 2021:
Reaction Reference Resolution and Anaphora Resolution in Chemical Patents,
In Proceedings of the 43rd European Conference on Information Retrieval
(ECIR 2021).
- Verspoor, Karin, Simon Šuster, Yulia Otmakhova, Shevon Mendis, Zenan
Zhai, Biaoyan Fang, Jey Han Lau, Timothy Baldwin, Antonio Jimeno-Yepes and
David Martinez
(2021) Brief
description of COVID-SEE: The Scientific Evidence Explorer for COVID-19
Related Research, In Proceedings of the 43rd European Conference on
Information Retrieval (ECIR 2021).
2020
- Wang, Yuxia, Brian Hur, Karin Verspoor and Timothy Baldwin (2020)
Robust
Multi-pass Sieve for Clinical Concept Normalization, TAL
61(2), pp. 41—66.
- Mistica, Meladel, Geordie Z. Zhang, Hui Chia, Kabir Manandhar Shrestha,
Rohit Kumar Gupta, Saket Khandelwal, Jeannie Paterson, Timothy Baldwin and
Daniel Beck (2020) Information
Extraction from Legal Documents: A Study in the Context of Common Law Court
Judgements, In Proceedings of the 2020 Australasian Language
Technology Workshop (ALTW 2020), virtual, pp. 98—103.
- Kitayama, Kotaro, Shivashankar Subramanian and Timothy Baldwin (2020) Popularity
Prediction of Online Petitions using a Multimodal Deep Regression
Model, In Proceedings of the 2020 Australasian Language Technology
Workshop (ALTW 2020), virtual, pp. 110—104.
- Yoshikawa, Hiyori, Chunpeng Ma, Aili Shen, Qian Sun, Chenbang Huang,
Guillaume Pelat, Akiva Miura, Daniel Beck, Timothy Baldwin and Tomoya
Iwakura
(2020) UOM-FJ
at the NTCIR-15 SHINRA2020-ML Task, In Proceedings of the 15th NTCIR
Conference on Evaluation of Information Access Technologies,
pp. 201—207, Tokyo, Japan.
- Koto, Fajri, Jey Han Lau and Timothy Baldwin
(2020) Liputan6:
A Large-scale Indonesian Dataset for Text Summarisation,
In Proceedings of the 1st Conference of the Asia-Pacific Chapter of the
Association for Computational Linguistics and the 10th International Joint
Conference on Natural Language Processing (AACL-IJCNLP 2020),
virtual, pp. 598—608.
- Koto, Fajri, Afshin Rahimi, Jey Han Lau and Timothy Baldwin (2020)
IndoLEM and
IndoBERT: A Benchmark Dataset and Pre-trained Language Model for Indonesian
NLP, In Proceedings of the 28th International Conference on
Computational Linguistics (COLING 2020), virtual,
pp. 757—770.
- Rahimi, Afshin, Timothy Baldwin and Karin Verspoor (2020) WikiUMLS:
Aligning UMLS to Wikipedia via Cross-lingual Neural Ranking, In
Proceedings of the 28th International Conference on Computational
Linguistics (COLING 2020), virtual, pp. 5957—5962.
- Li, Haonan, Maria Vasardani, Martin Tomko and Timothy Baldwin (2020) Target Word
Masking for Location Metonymy Resolution, In Proceedings of the 28th
International Conference on Computational Linguistics (COLING 2020),
virtual, pp. 3696—3707.
- Otmakhova, Yulia, Karin Verspoor, Timothy Baldwin, Simon Suster, Jey Han
Lau (2020) Improved Topic
Representations of Medical Documents to Assist COVID-19 Literature
Exploration, In Proceedings of the EMNLP 2020 Workshop on NLP for
COVID-19, virtual.
- Wang, Yuxia, Karin Verspoor and Timothy Baldwin (2020) Learning from
Unlabelled Data for Clinical Semantic Textual Similarity, In
Proceedings of the 3rd Clinical Natural Language Processing
Workshop, virtual.
- Hardefeld, Laura Y, Brian Hur, Karin Verspoor, Timothy Baldwin, Kirsten
E Bailey, Riata Scarborough, Suzanna Richards, Helen Bilman-Jacobe, Glenn F
Browning and James R Gilkerson (2020) Use
of cefovecin in dogs and cats attending first-opinion veterinary practices
in Australia, Veterinary Record.
- Shen, Aili, Bahar Salehi, Jianzhong Qi and Timothy Baldwin
(2020) A
Multimodal Approach to Assessing Document Quality, Journal of
Artificial Intelligence Research Vol 68, pp. 607—632.
- Mathur, Nitika, Timothy Baldwin and Trevor Cohn
(2020) Tangled
up in BLEU: Reevaluating the Evaluation of Automatic Machine Translation
Evaluation Metrics, In Proceedings of the 58th Annual Meeting of the
Association for Computational Linguistics (ACL 2020),
pp. 4984—4997.
- Leins, Kobi, Jey Han Lau and Timothy Baldwin
(2020) Give Me
Convenience and Give Her Death: Who Should Decide What Uses of NLP are
Appropriate, and on What Basis?, In Proceedings of the 58th Annual
Meeting of the Association for Computational Linguistics (ACL
2020), pp. 2908—2913.
- Wang, Yuxia, Fei Liu, Karin Verspoor and Timothy Baldwin (2020)
Evaluating
the Utility of Model Configurations and Data Augmentation on Clinical
Semantic Textual Similarity, In Proceedings of the 19th SIGBioMed
Workshop on Biomedical Language Processing (BioNLP 2020),
pp. 105—111.
- Hur, Brian, Timothy Baldwin, Karin Verspoor, Laura Hardefeldt and James
Gilkerson
(2020) Domain
Adaptation and Instance Selection for Disease Syndrome Classification over
Veterinary Clinical Notes, In Proceedings of the 19th SIGBioMed Workshop
on Biomedical Language Processing (BioNLP 2020),
pp. 156—166.
- Jeffries, Bryn, Timothy Baldwin, Marion Zalk and Ben Taylor (2020) Online tutoring to
support programming exercises, In Proceedings of the Twenty-Second
Australasian Computing Education Conference (ACE 2020), Melbourne,
Australia, pp. 56—65.
- Hur, Brian A., Laura Y. Hardefeldt, Karin M. Verspoor, Timothy Baldwin,
and James R Gilkerson (2020) Describing the
Antimicrobial Usage Patterns of Companion Animal Veterinary Practices; Free
Text Analysis of more than 4.4 Million Consultation Records, PLoS
ONE 15(3): e0230049.
- Nguyen, Dat Quoc, Zenan Zhai, Hiyori Yoshikawa, Biaoyan Fang, Christian
Druckenbrodt, Camilo Thorne, Ralph Hoessel, Saber A. Akhondi, Trevor Cohn,
Timothy Baldwin and Karin Verspoor (2020) ChEMU: Named Entity Recognition
and Event Extraction of Chemical Reactions from Patents. In Proceedings
of the 42nd European Conference on Information Retrieval (ECIR 2020),
Lisbon, Portugal.
- He, Jiayuan, Dat Quoc Nguyen, Saber A. Akhondi, Christian Druckenbrodt,
Camilo Thorne, Ralph Hoessel, Zubair Afzal, Zenan Zhai, Biaoyan Fang, Hiyori
Yoshikawa, Ameer Albahem, Lawrence Cavedon, Trevor Cohn, Timothy Baldwin,
Karin Verspoor (2020) Overview of ChEMU 2020: Named Entity Recognition and
Event Extraction of Chemical Reactions from Patents, In Proceedings of
CLEF 2020: 237—254.
2019
- Hovy, Dirk, Afshin Rahimi, Timothy Baldwin and Julian Brooke (2019)
Visualizing
Regional Language Variation Across Europe on Twitter, In Stanley Brunn
and Roland Kehrein (eds.) Handbook of the Changing World Language
Map, Springer.
- Yoshikawa, Hiyori, Karin Verspoor, Timothy Baldwin, Dat Quoc Nguyen, Zenan
Zhai, Saber A. Akhondi, Camilo Thorne and Christian Druckenbrodt (2019)
Detecting Chemical
Reaction Schemes in Patents, In
Proceedings of the 2019 Australasian Language Technology Workshop (ALTW
2019), Sydney, Australia, pp. 100—110.
- Koto, Fajri, Jey Han Lau and Timothy Baldwin
(2019) Improved
Document Modelling with a Neural Discourse Parser, In
Proceedings of the 2019 Australasian Language Technology Workshop (ALTW
2019), Sydney, Australia, pp. 67—76.
- Arora, Gaurav, Afshin Rahimi and Timothy Baldwin
(2019) Does an LSTM
forget more than a CNN?, In
Proceedings of the 2019 Australasian Language Technology Workshop (ALTW
2019), Sydney, Australia, pp. 77—86.
- Shen, Aili, Bahar Salehi, Jianzhong Qi and Timothy Baldwin (2019)
Feature-guided Neural
Model Training for Supervised Document Representation Learning,
In Proceedings of the 2019 Australasian Language Technology Workshop
(ALTW 2019), Sydney, Australia, pp. 47—51.
- Di, Qianji, Ekaterina Vylomova and Timothy Baldwin (2019)
Modelling Tibetan
Verbal Morphology, In
Proceedings of the 2019 Australasian Language Technology Workshop (ALTW
2019), Sydney, Australia, pp. 35—40.
- Salehi, Bahar, Borhan Kazimipour and Timothy Baldwin
(2019) Differences
in language use: Insights from job and talent search, In Proceedings of
the Twenty Fourth Australian Document Computing Symposium (ADCS 2019),
Sydney, Australia, pp. 3:1—3:4.
- Subramanian, Shivashankar, Trevor Cohn and Timothy Baldwin
(2019) Deep Ordinal
Regression for Pledge Specificity Prediction, In Proceedings of the
2019 Conference on Empirical Methods in Natural Language Processing and 9th
International Joint Conference on Natural Language Processing (EMNLP-IJCNLP
2019), Hong Kong, pp. 1729—1740.
- Anirudh Joshi, Timothy Baldwin, Richard Sinnott and Cecile Paris (2019)
Reevaluating Argument
Component Extraction in Low Resource Settings, In Proceedings of the
Second Workshop on Deep Learning for Low-resource NLP (DeepLo 2019),
Hong Kong, pp. 219—224.
- Aili Shen, Daniel Beck, Bahar Salehi, Jianzhong Qi and Timothy Baldwin
(2019) Modelling
Uncertainty in Collaborative Document Quality Assessment,
In Proceedings of the 5th Workshop on Noisy User-generated Text (W-NUT
2019), Hong Kong, pp. 191—201.
- Jauhiainen, Tommi, Marco Lui, Marcos Zampieri, Timothy Baldwin and
Krister Lindén
(2019) Automatic
Language Identification in Texts: A Survey,
Journal of Artificial Intelligence Research, Volume 65,
pp. 675—782.
- Mathur, Nitika, Timothy Baldwin and Trevor Cohn
(2019) Putting
Evaluation in Context: Contextual Embeddings improve Machine Translation
Evaluation, In Proceedings of the 57th Annual Meeting of the
Association for Computational Linguistics (ACL 2019), Florence,
Italy, pp. 2799—2808.
- Li, Yitong, Timothy Baldwin and Trevor Cohn
(2019) Semi-supervised
Stochastic Domain Adaptation using Variational Inference ,
In Proceedings of the 57th Annual Meeting of the Association for
Computational Linguistics (ACL 2019), Florence, Italy,
pp. 1923—1934.
- Brian Hur, Laura Y. Hardefeldt, Karin Verspoor, Timothy Baldwin and
James R Gilkerson
(2019) Using
Natural Language Processing and VetCompass to understand antimicrobial
usage patterns in Australia, Australian Veterinary Journal
97(8), pp. 298—300.
- Hamzei, Ehsan, Haonan Li, Maria Vasardani, Timothy Baldwin, Stephan
Winter and Martin Tomko (2019) Place questions and human-generated
answers: A data analysis approach, In Proceedings of the 22nd
Conference of the Association of Geographic Information Laboratories in
Europe (AGILE 2019), Limassol, Cyprus, pp. 3—19.
- Shen, Aili, Bahar Salehi, Timothy Baldwin and Jianzhong Qi (2019) A
Joint Model for Multimodal Document Quality Assessment, In Proceedings
of the 2019 Joint Conference on Digital Libraries (JCDL 2019),
Urbana-Champaign, USA.
- Li, Haonan, Minghan Wang, Maria Vasardani, Martin Tomko and Timothy
Baldwin (2019) UniMelb
at SemEval-2019 Task 12: Multi-model combination for toponym
resolution, In Proceedings of the 13th International Workshop on
Semantic Evaluation (SemEval 2019), Minneapolis, USA,
pp. 1313—1318.
- Nandakumar, Navnita, Timothy Baldwin and Bahar Salehi (2019) How well do Embedding
Models capture Non-compositionality? A View from Multiword Expressions,
In Proceedings of the Third Workshop on Evaluating Vector Space
Representations (RepEval 2019), Minneapolis, USA, pp. 27—34.
- Subramanian, Shivashankar, Trevor Cohn and Timothy Baldwin (2019) Target Based Speech Act
Classification in Political Campaign Text, In Proceedings of the
Eighth Joint Conference on Lexical and Computational Semantics (*SEM
2019), Minneapolis, USA, pp. 273—282.
- Vylomova, Ekaterina, Ryan Cotterell, Trevor Cohn, Timothy Baldwin and
Jason Eisner (2019) Contextualization of
Morphological Inflection, In Proceedings of the 2019 Conference of
the North American Chapter of the Association for Computational Linguistics
– Human Language Technologies (NAACL HLT 2019), Minneapolis, USA,
pp. 2018—2024.
- McCaughey, Tristan, David M. Budden, Paul G. Sanfilippo, George EC
Gooden, Li Fan, Eva Fenwick, Gwyneth Rees, Casimir MacGregor, Lei Si,
Christine Chen, Helena Hai Liang, Alice Pébay, Timothy Baldwin and Alex W
Hewitt (2019) A need for
better understanding is the major determinant for public perceptions of
human gene editing, Human Gene Therapy 30(1),
pp. 36—43.
2018
- Nandakumar, Navnita, Bahar Salehi and Timothy Baldwin (2018) A Comparative Study of Embedding
Models in Predicting the Compositionality of Multiword Expressions, In
Proceedings of the 2018 Australasian Language Technology Workshop (ALTW
2018), Dunedin, New Zealand, pp. 71—76.
- Mathur, Nitika, Timothy Baldwin and Trevor Cohn (2018) Modelling Annotators for
Accurate Machine Translation Evaluation, In Proceedings of the 2018
Australasian Language Technology Workshop (ALTW 2018), Dunedin, New
Zealand, pp. 77—82.
- Brooke, Julian, King Chan and Timothy Baldwin (2018) Semi-automated
resolution of inconsistency for a harmonized multiword-expression and
dependency-parse annotation, In Stella Markantonatou, Carlos Ramisch,
Agata Savary and Veronika Vincze (eds.) Multiword Expressions at Length
and in Depth: Extended papers from the MWE 2017 Workshop, Chapter
9.
- Saleni, Bahar, Paul Cook and Timothy Baldwin (2018) Exploiting
multilingual lexical resources to predict MWE compositionality , In
Stella Markantonatou, Carlos Ramisch, Agata Savary and Veronika Vincze
(eds.) Multiword expressions at Length and in Depth: Extended Papers
from the MWE 2017 Workshop, Chapter 13.
- Xu, Steven, Andrew Bennett, Doris Hoogeveen, Jey Han Lau and Timothy
Baldwin (2018) Preferred
Answer Selection in Stack Overflow: Better Text Representations ... and
Metadata, Metadata, Metadata, In Proceedings of the 4th Workshop on
Noisy User-generated Text (W-NUT 2018), Brussels, Belgium,
pp. 137—147.
- Miyazaki, Taro, Afshin Rahimi, Trevor Cohn and Timothy Baldwin (2018)
Twitter Geolocation using
Knowledge-Based Methods, In Proceedings of the 4th Workshop on Noisy
User-generated Text (W-NUT 2018), Brussels, Belgium,
pp. 7—16.
- Bhatia, Shraey, Jey Han Lau and Timothy Baldwin (2018) Topic Intrusion for Automatic
Topic Model Evaluation, In Proceedings of the 2018 Conference on
Empirical Methods in Natural Language Processing (EMNLP 2018),
Brussels, Belgium, pp. 844—849.
- Salehi, Bahar, Fei Liu, Timothy Baldwin and Wilson Wong (2018) Multitask Learning for Query
Segmentation in Job Search, In Proceedings of the 8th International
Conference on the Theory of Information Retrieval (ICTIR 2018),
Tianjin, China, pp. 179—182.
- Ye, Zhe, Fang Li and Timothy Baldwin (2018) Encoding Sentiment Information
into Word Vectors for Sentiment Analysis, In Proceedings of the 27th
International Conference on Computational Linguistics (COLING 2018),
Santa Fe, USA.
- Lau, Jey Han, Trevor Cohn, Timothy Baldwin, Julian Brooke and Adam
Hammond (2018) Deep-speare: A
joint neural model of poetic language, meter and rhyme, In
Proceedings of the 56th Annual Meeting of the Association for
Computational Linguistics (ACL 2018), Melbourne, Australia,
pp. 1948—1958.
- Rahimi, Afshin, Trevor Cohn and Timothy Baldwin (2018) Semi-supervised User Geolocation
via Graph Convolutional Networks, In Proceedings of the 56th Annual
Meeting of the Association for Computational Linguistics (ACL 2018),
Melbourne, Australia, pp. 2009—2019.
- Subramanian, Shivashankar, Timothy Baldwin and Trevor Cohn (2018)
Content-based Popularity
Prediction of Online Petitions Using a Deep Regression Model, In
Proceedings of the 56th Annual Meeting of the Association for
Computational Linguistics (ACL 2018), Melbourne, Australia, pp. 182—188.
- Li, Yitong, Trevor Cohn and Timothy Baldwin (2018) Towards Robust and
Privacy-preserving Text Representations, In Proceedings of the 56th
Annual Meeting of the Association for Computational Linguistics, Short
Papers (ACL 2018), Melbourne, Australia, pp. 25—30.
- Liu, Fei, Trevor Cohn and Timothy Baldwin (2018) Narrative Modeling with Memory
Chains and Semantic Supervision, In Proceedings of the 56th Annual
Meeting of the Association for Computational Linguistics (ACL 2018),
Melbourne, Australia, pp. 278—284.
- Salehi, Bahar, Damiano Spina, Alistair Moffat, Sargol Sadeghi, Falk
Scholer, Timothy Baldwin, Lawrence Cavedon, Mark Sanderson, Wilson Wong and
Justin Zobel (2018) A
Living Lab Study of Query Amendment in Job Search, In Proceedings of
41st International ACM SIGIR Conference on Research and Development in
Information Retrieval (SIGIR 2018), Ann Arbor, USA,
pp. 905—908.
- Hoogeveen, Doris, Andrew Bennett, Yitong Li, Karin Verspoor and Timothy
Baldwin (2018) Detecting
Misflagged Duplicate Questions in Community Question-Answering Archives,
In Proceedings of the 12th International AAAI Conference on Web and
Social Media (ICWSM-18), Stanford, USA, pp. 112—120.
- Joshi, Anirudh, Timothy Baldwin, Richard O. Sinnott and Cecile Paris
(2018) UniMelb at
SemEval-2018 Task 12: Generative Implication using LSTMs, Siamese Networks
and Semantic Representations with Synonym Fuzzing, In Proceedings of
The 12th International Workshop on Semantic Evaluation (SemEval 2018), New Orleans,
USA, pp. 1124—1128.
- Subramanian, Shivashankar, Trevor Cohn and Timothy Baldwin (2018) Hierarchical Structured Model
for Fine-to-coarse Manifesto Text Analysis, In Proceedings of the
2018 Conference of the North American Chapter of the Association for
Computational Linguistics – Human Language Technologies (NAACL HLT
2018), New Orleans, USA, pp. 1964—1974.
- Liu, Fei, Trevor Cohn and Timothy Baldwin (2018) Recurrent Entity Networks with
Delayed Memory Update for Targeted Aspect-based Sentiment Analysis, In
Proceedings of the 2018 Conference of the North American Chapter of the
Association for Computational Linguistics – Human Language
Technologies (NAACL HLT 2018): Short Papers, New Orleans, USA,
pp. 278—283.
- Li, Yitong, Trevor Cohn and Timothy Baldwin (2018) What's in a Domain? Learning
Domain-Robust Text Representations Using Adversarial Training, In
Proceedings of the 2018 Conference of the North American Chapter of the
Association for Computational Linguistics – Human Language
Technologies (NAACL HLT 2018): Short Papers, New Orleans, USA,
pp. 474—479.
- Hoogeveen, Doris, Li Wang, Timothy Baldwin and Karin M. Verspoor (2018)
Web Forum Retrieval and Text Analytics: a
Survey, Foundations and Trends in Information Retrieval,
Vol. 12, No. 1, pp 1—163.
- Breen, James, Timothy Baldwin and Francis Bond (2018) The
Company They Keep: Extracting Japanese Neologisms Using Language
Patterns, In Proceedings of the 6th International Global Wordnet
Conference (GWC 2018), Singapore.
2017
- Liu, Fei, Trevor Cohn and Timothy Baldwin (2017) Improving End-to-End Memory
Networks with Unified Weight Tying, In Proceedings of the 2017
Australasian Language Technology Workshop (ALTW 2017), Brisbane,
Australia.
- Shen, Aili, Jianzhong Qi and Timothy Baldwin (2017) A Hybrid Model for Quality
Assessment of Wikipedia Articles, In Proceedings of the 2017
Australasian Language Technology Workshop (ALTW 2017), Brisbane,
Australia.
- Subramanian, Shivashankar, Trevor Cohn, Timothy Baldwin and Julian
Brooke (2017) Joint
Sentence-Document Model for Manifesto Text Analysis, In Proceedings
of the 2017 Australasian Language Technology Workshop (ALTW 2017),
Brisbane, Australia.
- Cheng, Katharine, Timothy Baldwin and Karin Verspoor (2017) Automatic Negation and
Speculation Detection in Veterinary Clinical Text, In Proceedings of
the 2017 Australasian Language Technology Workshop (ALTW 2017),
Brisbane, Australia.
- Liu, Fei, Timothy Baldwin and Trevor Cohn (2017) Capturing Long-range Contextual
Dependencies with Memory-enhanced Conditional Random Fields, In
Proceedings of the 8th International Joint Conference on Natural
Language Processing (IJCNLP 2017), Taipei, Taiwan.
- Brooke, Julian, Jan Snajder and Timothy Baldwin (2017) Unsupervised
Acquisition of Comprehensive Multiword Lexicons using Competition in an
n-gram Lattice, Transactions of the Association for Computational
Linguistics, Volume 5, 455—470.
- Darwish, Kareem, Walid Magdy, Afshin Rahimi, Timothy Baldwin, Norah
Abokhodair (2017) Predicting
Online Islamophobic Behavior after #ParisAttacks, The Journal of Web
Science.
- McGreevy, Paul, Peter Thomson, Navneet Dhand, David Raubenheimer, Sophie
Masters, Caroline Mansfield, Timothy Baldwin, Ricardo Soares Magalhaes, Jacquie
Rand, Peter Hill, Anne Peaston, James Gilkerson, Martin Combs, Shane Raidal,
Peter Irwin, Peter Irons, Richard Squires, David Brodbelt and Jeremy Hammond
(2017) VetCompass
Australia: Big Data and Real-time Surveillance for Veterinary Science,
Animals 7(10).
- Li, Yitong, Trevor Cohn and Timothy Baldwin (2017) BIBI System Description:
Building with CNNs and Breaking with Deep Reinforcement Learning, In
Proceedings of the EMNLP 2017 Workshop on Building Linguistically
Generalizable NLP Systems, Copenhagen, Denmark, pp. 27—32.
- Nguyen, Viet, Julian Brooke and Timothy Baldwin (2017) Sub-character Neural Language
Modelling in Japanese, In Proceedings of the First Workshop on
Subword and Character Level Models in NLP, Copenhagen, Denmark,
pp. 148—153.
- Rahimi, Afshin, Trevor Cohn and Timothy Baldwin (2017) Continuous Representation of
Location for Geolocation and Lexical Dialectology using Mixture Density
Networks, In Proceedings of the 2017 Conference on Empirical Methods
in Natural Language Processing (EMNLP 2017), Copenhagen, Denmark,
pp. 167—176.
- Mathur, Nitika, Timothy Baldwin and Trevor Cohn (2017) Sequencing Bias in NLP
Annotations, In Proceedings of the 2017 Conference on Empirical
Methods in Natural Language Processing (EMNLP 2017), Copenhagen,
Denmark, pp. 2850—2855.
- Ma, Qingsong, Yvette Graham, Timothy Baldwin and Qun Liu (2017) Further Investigation into
Reference Bias in Monolingual Evaluation of Machine Translation, In
Proceedings of the 2017 Conference on Empirical Methods in Natural
Language Processing (EMNLP 2017), Copenhagen, Denmark,
pp. 2466—2475.
- Spina, Damiano, Maria Maistro, Yongli Ren, Sargol Sadeghi, Wilson Wong,
Timothy Baldwin, Lawrence Cavedon, Alistair Moffat, Mark Sanderson, Falk
Scholer and Justin Zobel (2017) Understanding User Behavior in Job and
Talent Search: An Initial Investigation, In Proceedings of the SIGIR
2017 workshop on eCommerce, Tokyo, Japan.
- Nakov, Preslav, Doris Hoogeveen, Lluı́s Màrquez, Alessandro Moschitti,
Hamdy Mubarak, Timothy Baldwin and Karin Verspoor (2017) SemEval-2017 Task 3: Community
Question Answering, In Proceedings of the 11th International
Workshop on Semantic Evaluation (SemEval 2017), Vancouver, Canada,
pp. 27—48.
- Bhatia, Shraey, Jey Han Lau and Timothy Baldwin (2017) An Automatic Approach for
Document-level Topic Model Evaluation, In Proceedings of the Twenty
First Conference on Computational Natural Language Learning (CoNLL
2017), Vancouver, Canada, pp. 206—215.
- Lau, Jey Han, Timothy Baldwin and Trevor Cohn (2017) Topically Driven Neural Language
Model, In Proceedings of the 55th Annual Meeting of the Association
for Computational Linguistics (ACL 2017), Vancouver, Canada,
pp. 355—365.
- Rahimi, Afshin, Trevor Cohn and Timothy Baldwin (2017) A Neural Model for User
Geolocation and Lexical Dialectology, In Proceedings of the 55th
Annual Meeting of the Association for Computational Linguistics (ACL
2017), Vancouver, Canada, pp. 207—216.
- Subramanian, Shivashankar, Julian Brooke, Timothy Baldwin and Trevor
Cohn (2017) Pairwise Webpage Coreference Classification using Distant
Supervision, In Proceedings of the 26th International World Wide Web
Conference (WWW 2017), Perth, Australia, pp. 841—842.
- Xu, Ying, Jey Han Lau, Timothy Baldwin and Trevor Cohn (2017) Decoupling Encoder and Decoder
Networks for Abstractive Document Summarization, In Proceedings of
MultiLing 2017: Summarization and Summary Evaluation across Source Types and
Genre, Valencia, Spain, pp. 7—11.
- Chan, King, Julian Brooke and Timothy Baldwin (2017) Semi-Automated Resolution of
Inconsistency for a Harmonized Multiword Expression and Dependency Parse
Annotation, In Proceedings of the 13th Workshop on Multiword
Expressions (MWE 2017), Valencia, Spain, pp. 187—193.
- Sorodoc, Ionut, Jey Han Lau, Nikolaos Aletras and Timothy Baldwin (2017)
Multimodal Topic
Labelling, In Proceedings of the 15th Conference of the European
Chapter of the Association for Computational Linguistics (EACL 2017),
Valencia, Spain, pp. 701—706.
- Vylomova, Ekaterina, Ryan Cotterell, Timothy Baldwin and Trevor Cohn
(2017) Context-Aware
Prediction of Derivational Word-forms, In Proceedings of the 15th
Conference of the European Chapter of the Association for Computational
Linguistics (EACL 2017), Valencia, Spain, pp. 118—124.
- Graham, Yvette, Timothy Baldwin, Qun Liu, Qingsong Ma, Carla Parra and
Carolina Scarton (2017) Improving Evaluation of
Document-level Machine Translation Quality Estimation, In
Proceedings of the 15th Conference of the European Chapter of the
Association for Computational Linguistics (EACL 2017), Valencia, Spain,
pp. 356—361.
- Li, Yitong , Trevor Cohn and Timothy Baldwin (2017) Robust Training
under Linguistic Adversity, In Proceedings of the 15th Conference of the
European Chapter of the Association for Computational Linguistics (EACL
2017), Valencia, Spain, pp. 21—27.
- Aletras, Nikolaos, Timothy Baldwin, Jey Han Lau and Mark Stevenson
(2017) Evaluating
Topic Representations for Exploring Document Collections, Journal of
the Association for Information Science and Technology 68(1),
pp. 154—167.
- Graham, Yvette, Timothy Baldwin, Alistair Moffat and Justin Zobel (2017)
Can Machine Translation Systems be Evaluated
by the Crowd Alone? Natural Language Engineering 23(1),
pp. 3–30.
2016
- Casas-Mulet, Roser, Elise King, Doris Hoogeveen, Long Duong, Garima
Lakhanpal, Timothy Baldwin, Michael Stewardson and Angus J. Webb (2016) Two
Decades of Ecohydraulics: Trends of an Emerging Interdiscipline,
Journal of Ecohydraulics, Vol 1(1-2), pp. 16–30.
- Han, Bo, Afshin Rahimi, Leon Derczynski and Timothy Baldwin (2016) Twitter Geolocation Prediction
Shared Task of the 2016 Workshop on Noisy User-generated Text, In
Proceedings of the 2nd Workshop on Noisy User-generated Text (W-NUT
2016), Osaka, Japan, pp. 213–217.
- Salehi, Bahar, Paul Cook and Timothy Baldwin (2016) Determining the Multiword Expression
Inventory of a Surprise Language, In Proceedings of the 26th
International Conference on Computational Linguistics (COLING 2016),
Osaka, Japan, pp. 471–481.
- Bhatia, Shraey, Jey Han Lau and Timothy Baldwin (2016) Automatic
Labelling of Topics with Neural Embeddings, In Proceedings of the 26th
International Conference on Computational Linguistics (COLING 2016),
Osaka, Japan, 953–963.
- Graham, Yvette, Timothy Baldwin, Maria Eskevich, Teresa Lynn and Lamia
Tounsi (2016) Is all that
Glitters in MT Quality Estimation really Gold Standard? In Proceedings
of the 26th International Conference on Computational Linguistics (COLING
2016), Osaka, Japan, pp. 3124–3134.
- Qu, Lizhen, Gabriela Ferraro, Liyuan Zhou, Weiwei Hou and Timothy
Baldwin (2016) Named Entity
Recognition for Novel Types by Transfer Learning, In Proceedings of
the 2016 Conference on Empirical Methods in Natural Language Processing
(EMNLP 2016), Austin, USA, pp. 899–905.
- Li, Yitong, Trevor Cohn and Timothy Baldwin (2016) Learning Robust Representations
of Text, In Proceedings of the 2016 Conference on Empirical Methods
in Natural Language Processing (EMNLP 2016), Austin, USA,
pp. 1979–1985.
- Lau, Jey Han and Timothy Baldwin (2016) An Empirical Evaluation of
doc2vec with Practical Insights into Document Embedding Generation, In
Proceedings of the 1st Workshop on Representation Learning for NLP,
Berlin, Germany, pp. 78–86.
- Bennett, Andrew, Timothy Baldwin, Jey Han Lau, Diana McCarthy and
Francis Bond (2016) LexSemTM: A
Semantic Dataset Based on All-words Unsupervised Sense Distribution
Learning, In Proceedings of the 54th Annual Meeting of the
Association for Computational Linguistics (ACL 2016), Berlin,
Germany, pp. 1513–1524.
- Vylomova, Ekaterina, Laura Rimell, Trevor Cohn and Timothy Baldwin
(2016) Take and Took, Gaggle
and Goose, Book and Read: Evaluating the Utility of Vector Differences for
Lexical Relation Learning, In Proceedings of the 54th Annual Meeting
of the Association for Computational Linguistics (ACL 2016), Berlin,
Germany, pp. 1671–1682.
- Brooke, Julian, Timothy Baldwin and Adam Hammond (2016) Bootstrapped Text-level Named
Entity Recognition for Literature, In Proceedings of the 54th Annual
Meeting of the Association for Computational Linguistics (ACL 2016),
Berlin, Germany, pp. 344–350.
- Rahimi, Afshin, Trevor Cohn and Timothy Baldwin (2016) pigeo: A Python Geotagging
Tool, In Proceedings of the 54th Annual Meeting of the Association
for Computational Linguistics (ACL 2016), Demo Session, Berlin,
Germany, pp. 127–132.
- Doris Hoogeveen, Karin Verspoor and Timothy Baldwin (2016) CQADupStack: Gold or Silver? In
Proceedings of the SIGIR 2016 Workshop on Web Question Answering Beyond
Factoids (WebQA 2016), Pisa, Italy.
- Liu, Fei, Alistair Moffat, Timothy Baldwin and Xiuzhen Zhang (2016) Quit While Ahead: Evaluating Truncated
Rankings, In Proceedings of 39th International ACM SIGIR Conference
on Research and Development in Information Retrieval (SIGIR 2016),
pp. 953–956, Pisa, Italy.
- Shcherbakov, Andrei, Ekaterina Vylomova, Fei Liu and Timothy Baldwin
(2016) VectorWeavers at SemEval-2016
Task 10: From Incremental Meaning to Semantic Unit (phrase by
phrase), In Proceedings of the 10th International Workshop on
Semantic Evaluation (SemEval 2016), San Diego, USA,
pp. 871–877.
- Xu, XingYi, HuiZhi Liang and Timothy Baldwin (2016) UNIMELB at SemEval-2016 Tasks 4A and
4B: An Ensemble of Neural Networks and a Word2Vec Based Model for Sentiment
Classification, In Proceedings of the 10th International Workshop on
Semantic Evaluation (SemEval 2016), San Diego, USA,
pp. 188–194.
- Hoogeveen, Doris, Huizhi Liang, Long Duong, Yitong Li, Bahar Salehi and
Timothy Baldwin (2016) UniMelb at
SemEval-2016 Task 3: Identifying Similar Questions by Combining a CNN with
String Similarity Measures, In Proceedings of the 10th International
Workshop on Semantic Evaluation (SemEval 2016), San Diego, USA,
pp. 776–781.
- Brooke, Julian, Timothy Baldwin and Alexandra L. Uitdenbogerd (2016) Melbourne at SemEval 2016 Task 11:
Classifying Type-level Word Complexity using Random Forests with Corpus and
Word List Features, In Proceedings of the 10th International
Workshop on Semantic Evaluation (SemEval 2016), San Diego, USA,
pp. 900–906.
- Bond, Francis and Timothy Baldwin (2016) Introduction to Japanese Computational
Linguistics, In Francis Bond, Timothy Baldwin, Kentaro Inui, Shun
Ishizaki, Hiroshi Nakagawa and Akira Shimazu (eds.) Readings in
Japanese Natural Language Processing, CSLI Publications, Stanford, USA,
pp. 1–28.
- Baldwin, Timothy (2016) Balancing up Efficiency and Accuracy in
Translation Retrieval, In Francis Bond, Timothy Baldwin, Kentaro Inui, Shun
Ishizaki, Hiroshi Nakagawa and Akira Shimazu (eds.) Readings
in Japanese Natural Language Processing, CSLI Publications,
Stanford, USA, pp. 199–216.
- Bond, Francis, Timothy Baldwin, Kentaro Inui, Shun Ishizaki, Hiroshi
Nakagawa and Akira Shimazu, eds. (2016) Readings
in Japanese Natural Language Processing, CSLI Publications,
Stanford, USA.
- Lau, Jey Han and Timothy Baldwin (2016) The Sensitivity of Topic
Coherence Evaluation to Topic Cardinality, In Proceedings of the
2016 Conference of the North American Chapter of the Association for
Computational Linguistics – Human Language Technologies (NAACL HLT
2016), San Diego, USA, pp. 483–487.
- Magdy, Walid, Kareem Darwish, Afshin Rahimi, Norah Abokhodair and Timothy
Baldwin (2016) #ISISisNotIslam or
#DeportAllMuslims? Predicting Unspoken Views, In Proceedings of the
8th International ACM Web Science Conference 2016 (WebSci 2016),
Hannover, Germany, pp. 95–106.
- Fothergill, Richard, Paul Cook and Timothy Baldwin (2016) Evaluating
a Topic Modelling Approach to Measuring Corpus Similarity, in
Proceedings of the 10th International Conference on Language Resources
and Evaluation (LREC 2016), Portorož, Slovenia, pp. 271–279.
- McCaughey, Tristan, Paul G. Sanfilippo, George E.C. Gooden, David
M. Budden, Li Fan, Eva Fenwick, Gwyneth Rees, Casimir MacGregor, Lei Si,
Christine Chen, Helena Hai Liang, Timothy Baldwin, Alice Pébay and Alex
W. Hewitt (2016) A
Global Social Media Survey of Attitudes to Human Genome Editing,
Cell Stem Cell, Volume 18, Issue 5, pp. 569–572.
2015
- Salinas Alvarado, Julio Cesar, Karin Verspoor and Timothy Baldwin (2015)
Domain
Adaptation of Named Entity Recognition to Support Credit Risk Assessment,
In Proceedings of the 2015 Australasian Language Technology Workshop
(ALTW 2015), Sydney, Australia, pp. 84–90.
- Nothman, Joel, Atif Ahmad, Christoph Breidbach, David Malet and Timothy
Baldwin (2015) Understanding
Engagement with Insurgents through Retweet Rhetoric, In Proceedings
of the 2015 Australasian Language Technology Workshop (ALTW 2015),
Sydney, Australia, 122–127.
- Hoogeveen, Doris, Karin Verspoor and Timothy Baldwin (2015) CQADupStack: A Benchmark Data Set for Community
Question-Answering Research, In Proceedings of the Twentieth
Australian Document Computing Symposium (ADCS 2015), Sydney, Australia,
pp. 3:1–3:8.
- Kou, Wanqiu, Li Fang and Timothy Baldwin (2015) Automatic Labelling of Topic Models using Word
Vectors and Letter Trigram Vectors, in Proceedings of the Eleventh
Asian Information Retrieval Societies Conference (AIRS 2015), Brisbane,
Australia, pp. 229–240.
- Dittrich, André, Maria Vasardani, Stephan Winter, Timothy Baldwin and
Fei Liu (2015) A Classification Schema for Fast
Disambiguation of Spatial Prepositions, in Proceedings of the 6th
ACM SIGSPATIAL International Workshop on GeoStreaming (IWGS), Seattle,
USA.
- Aletras, Nikolaos, Jey Han Lau, Timothy Baldwin and Mark Stevenson
(2015) Proceedings of TM 2015 – Topic Models: Post-Processing and
Applications Workshop, Melbourne, Australia.
- Liang, Huizhi and Timothy Baldwin (2015) A
Probabilistic Rating Auto-encoder for Personalized Recommender Systems,
in Proceedings of the 24th ACM Conference on Information and Knowledge
Management (CIKM 2015), Melbourne, Australia, pp. 1863–1866.
- Roth, Michael, Annie Louis, Bonnie Webber and Tim Baldwin (2015) Proceedings of the First Workshop
on Linking Computational Models of Lexical, Sentential and Discourse-level
Semantics, Lisbon, Portugal.
- Vylomova, Ekaterina, Laura Rimell, Trevor Cohn, Timothy Baldwin (2015) Take and Took, Gaggle and Goose, Book
and Read: Evaluating the Utility of Vector Differences for Lexical Relation
Learning, arXiv:1509.01692 [cs.CL].
- Baldwin, Timothy (2015) Text Mining of
Social Media: Going beyond the Text and Only the Text, Invited Talk at
the ACL 2015 Workshop on Noisy User-generated Text (W-NUT),
Beijing, China.
- Baldwin, Timothy, Marie-Catherine de Marneffe, Bo Han, Young-Bum Kim,
Alan Ritter and Wei Xu (2015) Shared Tasks of the 2015
Workshop on Noisy User-generated Text: Twitter Lexical Normalization and
Named Entity Recognition, in Proceedings of the ACL 2015 Workshop on
Noisy User-generated Text (W-NUT), Beijing, China, pp. 126–135.
- Qu, Lizhen, Gabriela Ferraro, Liyuan Zhou, Weiwei Hou, Nathan Schneider
and Timothy Baldwin (2015) Big Data Small
Data, In Domain Out-of Domain, Known Word Unknown Word: The Impact of Word
Representations on Sequence Labelling Tasks, In Proceedings of the
Nineteenth Conference on Computational Natural Language Learning (CoNLL
2015), Beijing, China, pp. 83–93.
- Rahimi, Afshin, Trevor Cohn and Timothy Baldwin (2015) Twitter User Geolocation Using a Unified Text and
Network Prediction Model, In Proceedings of the 53rd Annual Meeting
of the Association for Computational Linguistics and 7th International Joint
Conference on Natural Language Processing (ACL-IJCNLP 2015), Beijing,
China, pp. 630–636.
- Salehi, Bahar, Nitika Mathur, Paul Cook and Timothy Baldwin (2015) The Impact of Multiword
Expression Compositionality on Machine Translation Evaluation, In
Proceedings of the NAACL HLT 2015 Workshop on Multiword
Expressions, Denver, USA, pp. 54–59.
- Liang, Huizhi, Richard Fothergill and Timothy Baldwin (2015) RoseMerry: A Baseline
Message-level Sentiment Classification System, In Proceedings of the
9th International Workshop on Semantic Evaluation (SemEval 2015),
Denver, USA, pp. 551–555.
- Burford, Clint, Steven Bird and Timothy Baldwin (2015) Collective Document
Classification with Implicit Inter-document Semantic Relationships, In
Proceedings of *SEM 2015: The Fourth Joint Conference on Lexical and
Computational Semantics, Denver, USA, pp. 106–116.
- Rahimi, Afshin, Duy Vu, Trevor Cohn and Timothy Baldwin (2015) Exploiting Text and Network
Context for Geolocation of Social Media Users, In Proceedings of the
2015 Conference of the North American Chapter of the Association for
Computational Linguistics – Human Language Technologies (NAACL HLT
2015), Denver, USA, pp. 1362–1367.
- Salehi, Bahar, Paul Cook and Timothy Baldwin (2015) A Word Embedding Approach to
Predicting the Compositionality of Multiword Expressions, In
Proceedings of the 2015 Conference of the North American Chapter of the
Association for Computational Linguistics – Human Language
Technologies (NAACL HLT 2015), Denver, USA, pp. 977–983.
- Graham, Yvette, Nitika Mathur and Timothy Baldwin (2015) Accurate Evaluation of
Segment-level Machine Translation Metrics, In Proceedings of the
2015 Conference of the North American Chapter of the Association for
Computational Linguistics – Human Language Technologies (NAACL HLT
2015), Denver, USA, pp. 1183–1191.
- Letcher, Ned, Rebecca Dridan and Timothy Baldwin (2015) gDelta: A Missing Link in the Grammar
Engineering Toolchain, Language Resources and Evaluation 49(1),
pp. 51–75.
2014
- Cook, Paul, Bo Han and Timothy Baldwin (2014) Statistical
Methods for Identifying Local Dialectal Terms from Corpora of GPS-tagged
Documents, Dictionaries 35, pp. 248–271.
- Wallgrün, Jan Oliver, Alexander Klippel and Tim Baldwin (2014)
Building a Corpus of Spatial Relational Expressions Extracted from Web
Documents, In Proceedings of the 8th ACM SIGSPATIAL Workshop on
Geographic Information Retrieval, Dallas, USA.
- Tytyk, Igor and Timothy Baldwin (2014) Automatic Zoom Level Prediction for
Informal Location Descriptions, In Proceedings of The 4th
International Workshop on Location and the Web (LocWeb 2014), Shanghai,
China, pp. 37–40. [SLIDES]
- Liu, Fei, Maria Vasardani and Timothy Baldwin (2014) Automatic Identification of Locative
Expressions from Social Media Text: A Comparative Analysis, In
Proceedings of The 4th International Workshop on Location and the Web
(LocWeb 2014), Shanghai, China, pp. 9–16. [SLIDES] [DATASET]
- Graham, Yvette and Timothy Baldwin (2014) Testing for Significance of Increased
Correlation with Human Judgment, In Proceedings of the 2014
Conference on Empirical Methods in Natural Language Processing (EMNLP
2014), Doha, Qatar, pp. 172–176.
- Salehi, Bahar, Paul Cook and Timothy Baldwin (2014) Detecting Non-compositional MWE Components
using Wiktionary, In Proceedings of the 2014 Conference on Empirical
Methods in Natural Language Processing (EMNLP 2014), Doha, Qatar,
pp. 1792–1797.
- Timothy Baldwin (2014) Composed,
Distributed Reflections on Semantics and Statistical Machine
Translation, Keynote talk at the Eighth Workshop on Syntax,
Semantics and Structure in Statistical Translation (SSST-8 2014).
- Aletras, Nikolaos, Timothy Baldwin, Jey Han Lau and Mark Stevenson
(2014) Representing Topics Labels for Exploring
Digital Libraries, In Proceedings of Digital Libraries 2014,
London, UK.
- Timothy Baldwin (2014) Semantic Analysis of Social
Media, Keynote talk at the Third Joint Conference on Lexical and
Computational Semantics (*SEM 2014).
- Lui, Marco, Ned Letcher, Oliver Adams, Long Duong, Paul Cook and
Timothy Baldwin (2014) Exploring Methods and
Resources for Discriminating Similar Languages, In Proceedings of
the 1st Workshop on Applying NLP Tools to Similar Languages, Varieties and
Dialects (VarDial), Dublin, Ireland, pp. 129–138.
- Cook, Paul, Jey Han Lau, Diana McCarthy and Timothy Baldwin (2014) Novel Word-sense
Identification, In Proceedings of the 25th International Conference
on Computational Linguistics (COLING 2014), Dublin, Ireland,
pp. 1624–1635. [DATASET]
- Cook, Paul, Michael Rundell, Jey Han Lau and Timothy Baldwin (2014)
Applying a Word-sense Induction System to
the Automatic Extraction of Diverse Dictionary Examples, In
Proceedings of the XVI EURALEX International Congress (EURALEX
2014), Bolzano, Italy, pp. 15–19.
- Graham, Yvette, Nitika Mathur and Timothy Baldwin (2014) Randomized
Significance Tests in Machine Translation, In Proceedings of the ACL
2014 Ninth Workshop on Statistical Machine Translation, Baltimore,
USA, pp. 266–274.
- Grigonytė, Gintarė and Timothy Baldwin (2014) Automatic Detection of
Multilingual Dictionaries on the Web, In Proceedings of the 52nd
Annual Meeting of the Association for Computational Linguistics (ACL
2014), Baltimore, USA, pp. 93–98.
- Lau, Jey Han, Paul Cook, Diana McCarthy, Spandana Gella and Timothy
Baldwin (2014) Learning Word Sense
Distributions, Detecting Unattested Senses and Identifying Novel Senses
Using Topic Models, In Proceedings of the 52nd Annual Meeting of the
Association for Computational Linguistics (ACL 2014), Baltimore, USA,
pp. 259–270.
- Lui, Marco and Timothy Baldwin (2014) Accurate Language
Identification of Twitter Messages, In Proceedings of the EACL 2014
Workshop on Language Analysis in Social Media (LASM 2014), Gothenburg,
Sweden, pp. 17–25. [DATASET]
- Gella, Spandana, Paul Cook and Timothy Baldwin (2014) One Sense per Tweeter
... and Other Lexical Semantic Tales of Twitter, In Proceedings of
the 14th Conference of the European Chapter of the Association for
Computational Linguistics (EACL 2014), volume 2: Short Papers,
Gothenburg, Sweden, pp. 215–220. [DATASET]
- Lau, Jey Han, David Newman and Timothy Baldwin (2014) Machine Reading Tea Leaves:
Automatically Evaluating Topic Coherence and Topic Model Quality, In
Proceedings of the 14th Conference of the European Chapter of the
Association for Computational Linguistics (EACL 2014), Gothenburg,
Sweden, pp. 530–539.
- Salehi, Bahar, Paul Cook and Timothy Baldwin (2014) Using Distributional
Similarity of Multi-way Translations to Predict Multiword Expression
Compositionality, In Proceedings of the 14th Conference of the
European Chapter of the Association for Computational Linguistics (EACL
2014), Gothenburg, Sweden, pp. 472–481.
- Graham, Yvette, Timothy Baldwin, Alistair Moffat and Justin Zobel (2014)
Is Machine Translation
Getting Better over Time?, In Proceedings of the 14th Conference of
the European Chapter of the Association for Computational Linguistics (EACL
2014), Gothenburg, Sweden, pp. 443–451.
- Han, Bo, Paul Cook and Timothy Baldwin (2014) Text-based
Twitter User Geolocation Prediction, Journal of Artificial
Intelligence Research 49, pp. 451–500.
- Lui, Marco, Jey Han Lau and Timothy Baldwin (2014) Automatic Detection and Language
Identification of Multilingual Documents, Transactions of the
Association for Computational Linguistics, 2(Feb):27−40. [DATASET]
2013
- Wang, Li, Su Nam Kim and Timothy Baldwin (2013) The Utility of Discourse Structure in Forum
Thread Retrieval, In Proceedings of the Ninth Asian Information
Retrieval Societies Conference (AIRS 2013), Singapore, pp. 284–295.
- Willett, Jared, David Martinez, J. Angus Webb and Timothy Baldwin
(2013), Automatic Climate
Classification of Environmental Science Literature, In Proceedings
of the 2013 Australasian Language Technology Workshop (ALTW 2013),
Brisbane, Australia, pp. 123–130.
- Graham, Yvette, Timothy Baldwin, Alistair Moffat and Justin Zobel
(2013), Crowd-Sourcing of
Human Judgments of Machine Translation Fluency, In Proceedings of
the 2013 Australasian Language Technology Workshop (ALTW 2013),
Brisbane, Australia, pp. 16–24.
- Cook, Paul, Jey Han Lau, Michael Rundell, Diana McCarthy and Timothy
Baldwin (2013) A
Lexicographic Appraisal of an Automatic Approach for Detecting New Word
Senses, In Proceedings of eLex 2013, Tallinn, Estonia,
pp. 49–65.
- Baldwin, Timothy, Paul Cook, Marco Lui, Andrew MacKinlay and Li Wang
(2013) How Noisy Social
Media Text, How Diffrnt Social Media Sources?, In Proceedings of the
6th International Joint Conference on Natural Language Processing (IJCNLP
2013), Nagoya, Japan, pp. 356–364.
- Mistica, Meladel, Jey Han Lau and Timothy Baldwin (2013) Unsupervised Word Class
Induction for Under-resourced Languages: A Case Study on Indonesian, In
Proceedings of the 6th International Joint Conference on Natural
Language Processing (IJCNLP 2013), Nagoya, Japan,
pp. 685–691.
- Han, Bo, Paul Cook and Timothy Baldwin (2013) unimelb: Spanish Text Normalisation, In
Proceedings of the Tweet Normalization Workshop at SEPLN 2013
(Tweet-norm), Madrid, Spain, pp. 67–71.
- Kim, Su Nam, Olena Medelyan, Min-Yen Kan and Timothy Baldwin (2013) Automatic Keyphrase Extraction from
Scientific Articles, Language Resources and Evaluation 47(3),
pp. 723–742.
- Kim, Su Nam and Timothy Baldwin (2013) Word Sense Disambiguation and Noun
Compounds, ACM Transactions on Speech and Language
Processing 10(3), pp. 9:1–9:17.
- Lau, Jey Han, David Newman and Timothy Baldwin (2013) On Collocations and Topic Models,
ACM Transactions on Speech and Language Processing 10(3),
pp. 10:1–10:14.
- Letcher, Ned and Timothy Baldwin (2013) Constructing
a Phenomenal Corpus: Towards Detecting Linguistic Phenomena in Precision
Grammars, In Proceedings of the ESSLLI 2013 Workshop on High-level
Methodologies for Grammar Engineering (HMGE 2013), Düsseldorf,
Germany, pp. 25–36.
- Han, Bo, Paul Cook and Timothy Baldwin (2013) A Stacking-based Approach to
Twitter User Geolocation Prediction, In Proceedings of the 51st Annual
Meeting of the Association for Computational Linguistics (ACL 2013), Demo
Session, Sofia, Bulgaria, pp. 7–12.
- Graham, Yvette, Timothy Baldwin, Alistair Moffat and Justin Zobel (2013)
Continuous Measurement
Scales in Human Evaluation of Machine Translation, In Proceedings of
the 7th Linguistic Annotation Workshop & Interoperability with Discourse
(LAW VII and ID), Sofia, Bulgaria, pp. 33–41.
- Kim, Su Nam and Timothy Baldwin (2013) A Lexical Semantic
Approach to Interpreting and Bracketing English Noun Compounds,
Natural Language Engineering 19(3), pp. 385–407.
- Gella, Spandana, Bahar Salehi, Marco Lui, Karl Grieser, Paul Cook and
Timothy Baldwin (2013) Integrating Predictions from
Multiple Domains and Feature Sets for Estimating Semantic Textual
Similarity, In Proceedings of *SEM 2013 Shared Task STS,
Atlanta, USA, pp. 207–215.
- Lau, Jey Han, Paul Cook and Timothy Baldwin (2013) unimelb: Topic
Modelling-based Word Sense Induction, In Proceedings of the 7th
International Workshop on Semantic Evaluation (SemEval 2013), Atlanta,
USA, pp. 307–311.
- Lau, Jey Han, Paul Cook and Timothy Baldwin (2013) unimelb: Topic
Modelling-based Word Sense Induction for Web Snippet Clustering, In
Proceedings of the 7th International Workshop on Semantic Evaluation
(SemEval 2013), Atlanta, USA, pp. 217–221.
- Graham, Yvette, Bahar Salehi and Timothy Baldwin (2013) Umelb: Cross-lingual Textual
Entailment with Word Alignment and String Similarity Features, In
Proceedings of the 7th International Workshop on Semantic Evaluation
(SemEval 2013), Atlanta, USA, pp. 133–137.
- Han, Bo, Paul Cook and Timothy Baldwin (2013) Lexical Normalisation for Social Media
Text, ACM Transactions on Intelligent Systems and Technology
4(1), pp. 5:1–5:27.
2012
- Wang, Li, Su Nam Kim and Timothy Baldwin (2012) The Utility of Discourse
Structure in Identifying Resolved Threads in Technical User Forums, In
Proceedings of the 24th International Conference on Computational
Linguistics (COLING 2012), Mumbai, India, pp. 2739–2756.
- Newman, David, Nagendra Koilada, Jey Han Lau and Timothy Baldwin (2012)
Bayesian Text
Segmentation for Index Term Identification and Keyphrase Extraction, In
Proceedings of the 24th International Conference on Computational
Linguistics (COLING 2012), Mumbai, India, pp. 2077–2092.
- Lau, Jey Han, Nigel Collier and Timothy Baldwin (2012) On-line
Trend Analysis with Topic Models: #twitter trends detection topic model
online, In Proceedings of the 24th International Conference on
Computational Linguistics (COLING 2012), Mumbai,
India, pp. 1519–1534.
- Han, Bo, Paul Cook and Timothy Baldwin (2012) Geolocation Prediction in Social Media Data
by Finding Location Indicative Words, In Proceedings of the 24th
International Conference on Computational Linguistics (COLING 2012),
Mumbai, India, pp. 1045–1062.
- Graham, Yvette, Timothy Baldwin, Aaron Harwood, Alistair Moffat and
Justin Zobel (2012) Measurement of
Progress in Machine Translation, In Proceedings of the 2012
Australasian Language Technology Workshop (ALTW 2012), Dunedin, New
Zealand, pp. 70–78.
- Breen, James, Francis Bond and Timothy Baldwin (2012) Extraction and
Translation of Japanese Multi-word Loanwords, In Proceedings of the
2012 Australasian Language Technology Workshop (ALTW 2012), Dunedin,
New Zealand, pp. 61–69.
- Lui, Marco, Timothy Baldwin and Diana McCarthy (2012) Unsupervised
Estimation of Word Usage Similarity, In Proceedings of the 2012
Australasian Language Technology Workshop (ALTW 2012), Dunedin, New
Zealand, pp. 33–41.
- Willett, Jared, David Martinez, Angus Webb and Timothy Baldwin (2012) Classification of
Study Region in Environmental Science Abstracts, In Proceedings of
the 2012 Australasian Language Technology Workshop (ALTW 2012),
Dunedin, New Zealand, pp. 118–122.
- Timothy Baldwin (2012) Social Media:
Friend or Foe of Natural Language Processing?, Keynote talk at 26th
Pacific Asia Conference on Language, Information and Computation (PACLIC
26).
- Kim, Su Nam, Lawrence Cavedon and Timothy Baldwin (2012) Classifying Dialogue Acts in
Multi-party Live Chats, In Proceedings of the 26th Pacific Asia
Conference on Language, Information and Computation (PACLIC 26), Bali,
Indonesia, pp. 463–472.
- Kim, Su Nam and Timothy Baldwin (2012) Extracting Keywords from
Multi-party Live Chats, In Proceedings of the 26th Pacific Asia
Conference on Language, Information and Computation (PACLIC 26), Bali,
Indonesia, pp. 199–208.
- Nicholson, Jeremy and Timothy Baldwin (2012) Learning Grammatical Gender
in Wambaya, In Proceedings of the 26th Pacific Asia Conference on
Language, Information and Computation (PACLIC 26), Bali, Indonesia,
pp. 481–490.
- Bender, Emily M., Sumukh Ghodke, Timothy Baldwin and Rebecca Dridan
(2012) From
Database to Treebank: On Enhancing Hypertext Grammars with Grammar
Engineering and Treebank Search, In Nordhoff, Sebastian (ed),
Electronic Grammaticography, University of Hawai'i Press, Honolulu,
USA, pp. 179–206.
- Tytyk, Igor and Timothy Baldwin (2012) Component-wise Annotation and
Analysis of Informal Placename Descriptions, In Proceedings of the
International Workshop on Place-Related Knowledge Acquisition Research
(P-KAR 2012), Kloster Seeon, Germany.
- Liao, Yang, Masud Moshtaghi, Bo Han, Shanika Karunasekera, Ramamohanarao
Kotagiri, Timothy Baldwin, Aaron Harwood and Philippa Pattison (2012) Mining Micro-Blogs: Opportunities and
Challenges, In Ajith Abraham (eds.) Computational Social Networks:
Mining and Visualization, Springer: London, UK, pp. 129–159.
- Han, Bo, Paul Cook and Timothy Baldwin (2012) Automatically Constructing a
Normalisation Dictionary for Microblogs, In Proceedings of
EMNLP-CoNLL 2012, Jeju, Republic of Korea, pp. 421–432. [DATASET]
- Lui, Marco and Timothy Baldwin (2012) langid.py: An Off-the-shelf
Language Identification Tool, In Proceedings of the 50th Annual Meeting
of the Association for Computational Linguistics (ACL 2012), Demo
Session, Jeju, Republic of Korea, pp. 25–30.
- MacKinlay, Andrew, Rebecca Dridan, Diana McCarthy and Timothy Baldwin
(2012) The Effects of
Semantic Annotations on Precision Parse Ranking, In Proceedings of
the First Joint Conference on Lexical and Computational Semantics (*SEM
2012), Montreal, Canada, pp. 228–236.
- Fothergill, Richard and Timothy Baldwin (2012) Combining Resources for
MWE-token Classification, In Proceedings of the First Joint
Conference on Lexical and Computational Semantics (*SEM 2012),
Montreal, Canada, pp. 100–104.
- Nicholson, Jeremy, Trevor Cohn and Timothy Baldwin (2012) Evaluating a Morphological
Analyser of Inuktitut, In Proceedings of the 2012 Conference of the
North American Chapter of the Association for Computational Linguistics:
Human Language Technologies (NAACL HLT 2012), Montreal, Canada,
pp. 372–376.
- Baldwin, Timothy, Paul Cook, Bo Han, Aaron Harwood, Shanika Karunasekera
and Masud Moshtaghi (2012) A Support Platform for Event
Detection using Social Intelligence, In Proceedings of the 13th
Conference of the European Chapter of the Association for Computational
Linguistics (EACL 2012), Demo Session, Avignon, France,
pp. 69–72.
- Lau, Jey Han, Paul Cook, Diana McCarthy, David Newman and Timothy
Baldwin (2012) Word Sense
Induction for Novel Sense Detection, In Proceedings of the 13th
Conference of the European Chapter of the Association for Computational
Linguistics (EACL 2012), Avignon, France, pp. 591–601.
- MacKinlay, Andrew, David Martinez and Timothy Baldwin (2012) Detecting
Modification of Biomedical Events using a Deep Parsing Approach, BMC
Medical Informatics and Decision Making 2012, 12(Suppl 1):S4.
- Bond, Francis, Timothy Baldwin, Richard Fothergill and Kiyotaka Uchimoto
(2012) Japanese SemCor: A Sense-tagged Corpus of
Japanese, In Proceedings of the 6th International Global Wordnet
Conference (GWC 2012), Matsue, Japan. [DATASET]
2011
- Han, Bo, Marco Lui and Timothy Baldwin (2011) Melbourne
Language Group Microblog Track Report, In Proceedings of the
Twentieth Text REtrieval Conference (TREC 2011), NIST Special
Publication: SP 500-295.
- Baldwin, Timothy, Patrick Ye, Fabian Bohnert and Ingrid Zukerman (2011)
In Situ Text
Summarisation for Museum Visitors, In Proceedings of the 25th
Pacific Asia Conference on Language, Information and Computation (PACLIC
25), Singapore, pp. 372–381.
- Mistica, Meladel, Timothy Baldwin and I Wayan Arka (2011) Word Classes
in Indonesian: A Linguistic Reality or a Convenient Fallacy in Natural
Language Processing?, In Proceedings of the 25th Pacific Asia
Conference on Language, Information and Computation (PACLIC 25),
Singapore, pp. 293–302.
- Kim, Su Nam, Timothy Baldwin and Lawrence Cavedon (2011) Harvesting
Domain-Specific Terms using Wikipedia, In Proceedings of the
Sixteenth Australian Document Computing Symposium (ADCS 2011),
Canberra, Australia.
- Wang, Li, Diana McCarthy and Timothy Baldwin (2011) Predicting
Thread Linking Structure by Lexical Chaining, In Proceedings of the
2011 Australasian Language Technology Workshop (ALTW 2011), Canberra,
Australia, pp. 76–85.
- Winter, Stephan, Timothy Baldwin, Lawrence Cavedon, Lesley Stirling,
Allison Kealy, Matt Duckham, Abbas Rajabifard and Kai-Florian Richter (2011)
Starting
to Talk about Place, In Proceedings of the Surveying and Spatial
Sciences Biennial Conference 2011, Wellington, NZ,
pp. 63–73.
- Baldwin, Timothy and Valia Kordoni (2011) The
Interaction between Linguistics and Computational Linguistics: Virtuous,
Vicious or Vacuous?, Linguistic Issues in Language Technology
6(1).
- Baldwin, Timothy and Valia Kordoni, eds. (2011) Special
Issue of Linguistic Issues in Language Technology on The Interaction between
Linguistics and Computational Linguistics, Volume 6.
- MacKinlay, Andrew, David Martinez and Timothy Baldwin (2011) A
Parser-based Approach to Detecting Modification of Biomedical Events, In
Proceedings of the ACM Fifth International Workshop on Data and Text
Mining in Biomedical Informatics (DTMBIO 2011), Glasgow, UK.
- MacKinlay, Andrew, Rebecca Dridan, Dan Flickinger, Stephan Oepen and
Timothy Baldwin (2011) Using External Treebanks to
Filter Parse Forests for Parse Selection and Treebanking, In
Proceedings of the Fifth International Joint Conference on Natural
Language Processing (IJCNLP 2011), Chiang Mai, Thailand,
pp. 246–254.
- Lui, Marco and Timothy Baldwin (2011) Cross-domain Feature
Selection for Language Identification, In Proceedings of the Fifth
International Joint Conference on Natural Language Processing (IJCNLP
2011), Chiang Mai, Thailand, pp. 553–561. [DATASET]
- Fothergill, Richard and Timothy Baldwin (2011) Fleshing it out: A
Supervised Approach to MWE-token and MWE-type Classification, In
Proceedings of the Fifth International Joint Conference on Natural
Language Processing (IJCNLP 2011), Chiang Mai, Thailand,
pp. 911–919.
- Wang, Li, Marco Lui, Su Nam Kim, Joakim Nivre and Timothy Baldwin (2011)
Predicting Thread
Discourse Structure over Technical Web Forums, In Proceedings of the
2011 Conference on Empirical Methods in Natural Language Processing (EMNLP
2011), Edinburgh, UK, pp. 13–25.
- Winter, Stephan, Kai-Florian Richter, Timothy Baldwin, Lawrence Cavedon,
Lesley Stirling, Matt Duckham, Allison Kealy and Abbas Rajabifard (2011) Mobile Games for
Spatial Knowledge Acquisition, In Proceedings of CeMob 2011:
Workshop on Cognitive Engineering for Mobile GIS 2011, Belfast, USA,
pp. 1–8.
- Bohnert, Fabian, Ingrid Zukerman, David W. Albrecht and Timothy Baldwin
(2011) Modelling and
Predicting Movements of Museum Visitors: A Simulation Framework for
Assessing the Impact of Sensor Noise on Model Performance, In
Proceedings of the 9th Workshop on Intelligent Techniques for Web
Personalization, Barcelona, Spain, pp. 49–56.
- McIntosh, Tara, Lars Yencken, James R. Curran and Timothy Baldwin (2011)
Relation Guided
Bootstrapping of Semantic Lexicons, In Proceedings of the 49th
Annual Meeting of the Association for Computational Linguistics: Human
Language Technologies (ACL HLT 2011), Portland, USA, pp. 266–270.
- Lau, Jey Han, Karl Grieser, David Newman and Timothy Baldwin (2011) Automatic Labelling of Topic
Models, In Proceedings of the 49th Annual Meeting of the Association
for Computational Linguistics: Human Language Technologies (ACL HLT
2011), Portland, USA, pp. 1536–1545. [DATASET]
- Han, Bo and Timothy Baldwin (2011) Lexical
Normalisation of Short Text Messages: Makn Sens a #twitter, In
Proceedings of the 49th Annual Meeting of the Association for
Computational Linguistics: Human Language Technologies (ACL HLT 2011),
Portland, USA, pp. 368–378. [DATASET]
- Burfoot, Clinton, Steven Bird and Timothy Baldwin (2011) Collective
Classification of Congressional Floor-Debate Transcripts, In
Proceedings of the 49th Annual Meeting of the Association for
Computational Linguistics: Human Language Technologies (ACL HLT 2011),
Portland, USA, pp. 1506–1515.
- Martinez, David and Timothy Baldwin (2011) Word
Sense Disambiguation for Event Trigger Word Detection in Biomedicine,
BMC Bioinformatics, 12(Suppl 2): S4.
- Grieser, Karl, Timothy Baldwin, Fabian Bohnert and Liz Sonenberg (2011)
Using Ontological and Document Similarity to Estimate Museum
Exhibit Relatedness, ACM Journal of Computing and Cultural
Heritage 3(3), pp. 1–20.
- Yencken, Lars and Timothy Baldwin (2011) Predicting and Compensating for Lexicon Access
Errors, In Proceedings of the 2011 International Conference on
Intelligent User Interfaces, Palo Alto, USA, pp. 185–194.
2010
- MacKinlay, Andrew, Rebecca Dridan, Dan Flickinger and Timothy Baldwin
(2010) Cross-Domain Effects on Parse Selection for Precision Grammars,
Research on Language and Computation 8(4), pp. 299–340.
- Wang, Li, Su Nam Kim and Timothy Baldwin (2010) Thread-level
Analysis over Technical User Forum Data, In Proceedings of the 2010
Australasian Language Technology Workshop (ALTW 2010), Melbourne,
Australia, pp. 27–31. [DATASET]
- Lui, Marco and Timothy Baldwin (2010) Classifying
User Forum Participants: Separating the Gurus from the Hacks, and Other
Tales of the Internet, In Proceedings of the 2010 Australasian
Language Technology Workshop (ALTW 2010), Melbourne, Australia,
pp. 49–57.
- Baldwin, Timothy and Marco Lui (2010) Multilingual
Language Identification: ALTW 2010 Shared Task Dataset, In
Proceedings of the 2010 Australasian Language Technology Workshop (ALTW
2010), Melbourne, Australia, pp. 5–7.
- Martinez, David and Timothy Baldwin (2010) Word Sense
Disambiguation for Event Trigger Word Detection, In Proceedings of the
ACM Fourth International Workshop on Data and Text Mining in Biomedical
Informatics (DTMBIO 2010), Toronto, Canada.
- Dridan, Rebecca and Timothy Baldwin (2010) Unsupervised
Parse Selection for HPSG, In Proceedings of the 2010 Conference on
Empirical Methods in Natural Language Processing (EMNLP 2010), Boston,
USA, pp. 694–704.
- Kim, Su Nam, Lawrence Cavedon and Timothy Baldwin (2010) Classifying Dialogue Acts in
One-on-one Live Chats, In Proceedings of the 2010 Conference on
Empirical Methods in Natural Language Processing (EMNLP 2010), Boston,
USA, pp. 862–871.
- Baldwin, Timothy, Jonathan Pool and Susan M. Colowick (2010) PanLex and LEXTRACT:
Translating all Words of all Languages of the World, In Proceedings
of the 23rd International Conference on Computational Linguistics (COLING
2010), Demo Volume, Beijing, China, pp. 37–40.
- Kim, Su Nam, Timothy Baldwin and Min-Yen Kan (2010) Evaluating N-gram based
Evaluation Metrics for Automatic Keyphrase Extraction, In
Proceedings of the 23rd International Conference on Computational
Linguistics (COLING 2010), Beijing, China, pp. 572–580.
- Lau, Jey Han, David Newman, Sarvnaz Karimi and Timothy Baldwin (2010) Best Topic Word Selection
for Topic Labelling, In Proceedings of the 23rd International
Conference on Computational Linguistics (COLING 2010), Posters Volume, Beijing, China,
pp. 605–613.
- Newman, David, Timothy Baldwin, Lawrence Cavedon, Sarvnaz Karimi, David
Martinez and Justin Zobel (2010) Visualizing
Document Collections and Search Results using Topic Mapping, Journal
of Web Semantics 8(2-3), pp. 169–175.
- Kim, Su Nam, Olena Medelyan, Min-Yen Kan and Timothy Baldwin (2010)
SemEval-2010 Task 5:
Automatic Keyphrase Extraction from Scientific Articles, In
Proceedings of SemEval-2: Evaluation Exercises on Semantic
Evaluation, Uppsala, Sweden, pp. 21–26.
- Kim, Su Nam, Li Wang and Timothy Baldwin (2010) Tagging and Linking Web
Forum Posts, In Proceedings of the Fourteenth Conference on
Computational Natural Language Learning (CoNLL 2010), Uppsala, Sweden,
pp. 192–202. [DATASET]
- Newman, David, Youn Noh, Edmund Talley, Sarvnaz Karimi and Timothy
Baldwin (2010) Evaluating Topic Models for
Digital Libraries, In Proceedings of the 2010 Joint Conference on
Digital Libraries (JCDL), Gold Coast, Australia,
pp. 215–224.
- Baldwin, Timothy, David Martinez, Richard Penman, Su Nam Kim, Marco Lui,
Li Wang and Andrew MacKinlay (2010) Intelligent Linux
Information Access by Data Mining: the ILIAD Project, In Proceedings
of the NAACL 2010 Workshop on Computational Linguistics in a World of Social
Media: #SocialMedia, Los Angeles, USA, pp. 15–16.
- Newman, David, Jey Han Lau, Karl Grieser and Timothy Baldwin (2010)
Automatic Evaluation of
Topic Coherence, In Proceedings of Human Language Technologies: The
11th Annual Conference of the North American Chapter of the Association for
Computational Linguistics (NAACL HLT 2010), Los Angeles, USA, pp. 100–108.
- Zhang, Yi, Timothy Baldwin, Valia Kordoni and David Martinez (2010)
Chart Mining-based
Lexical Acquisition with Precision Grammars, In Proceedings of Human
Language Technologies: The 11th Annual Conference of the North American
Chapter of the Association for Computational Linguistics (NAACL HLT
2010), Los Angeles, USA, pp. 10–18.
- Baldwin, Timothy and Marco Lui (2010) Language Identification: The
Long and the Short of the Matter, In Proceedings of Human Language
Technologies: The 11th Annual Conference of the North American Chapter of
the Association for Computational Linguistics (NAACL HLT 2010), Los
Angeles, USA, pp. 229–237. [DATASET]
- Baldwin, Timothy and Su Nam Kim (2010) Multiword Expressions, in Nitin Indurkhya
and Fred J. Damerau (eds.) Handbook of Natural Language Processing,
Second Edition, CRC Press, Boca Raton, USA, pp. 267–292.
- Baldwin, Timothy, Su Nam Kim, Francis Bond, Sanae Fujita, David Martinez
and Takaaki Tanaka (2010) A Reexamination of
MRD-based Word Sense Disambiguation, ACM Transactions on Asian Language
Information Processing (TALIP) 9(1).
- Kim, Su Nam and Timothy Baldwin (2010) How to Pick out Token Instances of English
Verb-Particle Constructions, Journal of Language Resources and
Evaluation 44(1-2), pp. 97–113.
2009
- Baldwin, Timothy (2009) The Hare and the
Tortoise: Speed and Accuracy in Translation Retrieval, Machine
Translation 23(4), pp. 195–240.
- MacKinlay, Andrew and Timothy Baldwin (2009) A
Baseline Approach to the RTE5 Search Pilot, In Proceedings of the Text
Analysis Conference 2009.
- Baldwin, Timothy, Takenobu Tokunaga and Jun'ichi Tsujii (2009) Obituaries:
Tanaka Hozumi, Computational Linguistics, 35(4),
pp. 479–481.
- Breen, James and Timothy Baldwin (2009) Corpus-based
Extraction of Japanese Compound Verbs, In Proceedings of the 2009
Australasian Language Technology Workshop (ALTW 2009), Sydney,
Australia, pp. 35–43.
- Kim, Su Nam, Timothy Baldwin and Min-Yen Kan (2009) An
Unsupervised Approach to Extracting Domain-Specific Words, In
Proceedings of the 2009 Australasian Language Technology Workshop (ALTW
2009), Sydney, Australia, pp. 94–98.
- Mistica, Meladel, Wayan Arka, Timothy Baldwin and Avery Andrews (2009) Double
Double, Morphology and Trouble: Looking into Reduplication in
Indonesian, In Proceedings of the 2009 Australasian Language
Technology Workshop (ALTW 2009), Sydney, Australia, pp. 44–52.
- Lui, Marco and Timothy Baldwin (2009)
You Are What You Post: User-level Features in Threaded Discourse, In
Proceedings of the Fourteenth Australian Document Computing Symposium
(ADCS 2009), Sydney, Australia.
- Kim, Su Nam, Timothy Baldwin and Min-Yen Kan (2009) The
Use of Topic Representative Words in Text Categorization, In Proceedings
of the Fourteenth Australian Document Computing Symposium (ADCS 2009),
Sydney, Australia, pp. 75–81.
- Baldwin, Timothy and Manuel Paul Anil Kumar Joseph (2009) Restoring Punctuation and Casing in English
Text, In Proceedings of the 22nd Australian Joint Conference on
Artificial Intelligence (AI09), Melbourne, Australia,
pp. 547–556. [DATASET]
- Yap, Willy and Timothy Baldwin (2009) Experiments on Pattern-based Relation Learning,
in Proceedings of the 18th ACM Conference on Information and Knowledge
Management (CIKM 2009), Hong Kong, China, pp. 1657–1660.
- Yap, Willy and Timothy Baldwin (2009) Experiments on Pattern-based
Relation Learning, University of Melbourne Working Paper.
- Burfoot, Clint and Timothy Baldwin (2009) Automatic Satire
Detection: Are You Having a Laugh?, In Proceedings of the ACL-IJCNLP
2009 Conference Short Papers, Singapore, pp. 161–164. [DATASET]
- Mistica, Meladel and Timothy Baldwin (2009) Recognising
the Predicate-argument Structure of Tagalog, in Proceedings of North
American Chapter of the Association for Computational Linguistics - Human
Language Technologies 2009 (NAACL HLT 2009): Short Papers, Boulder, USA,
pp. 257–260. [DATASET]
- Nicholson, Jeremy and Timothy Baldwin (2009) Web and Corpus Methods for
Malay Count Classifier Prediction, in Proceedings of North American
Chapter of the Association for Computational Linguistics - Human Language
Technologies 2009 (NAACL HLT 2009): Short Papers, Boulder, USA,
pp. 69–72.
- MacKinlay, Andrew, David Martinez and Timothy Baldwin (2009) Biomedical
Event Annotation with CRFs and Precision Grammars, in Proceedings of
BioNLP 2009: Shared Task, Boulder, USA, pp. 77–85.
- Baldwin, Timothy, Valia Kordoni and Aline Villavicencio (2009) Prepositions
in Applications: A Survey and Introduction to the Special Issue,
Computational Linguistics, 35(2), pp. 119–149.
- Baldwin, Timothy, Valia Kordoni and Aline Villavicencio, eds. (2009) Special Issue of
Computational Linguistics on Prepositions in Applications, 35(2).
- Baldwin, Timothy and Valia Kordoni, eds. (2009) Proceedings of the
EACL 2009 Workshop on the Interaction between Linguistics and Computational
Linguistics: Virtuous, Vicious or Vacuous?.
- Baldwin, Timothy and Lejoe Kuriakose (2009) Cheap,
Accurate RFID Tracking of Museum Visitors for Personalized Content
Delivery, In Museums and the Web 2009: Proceedings.
2008
- Bohnert, Fabian, Ingrid Zukerman, Shlomo Berkovsky, Timothy Baldwin and
Liz Sonenberg (2008) Using Interest and Transition Models to
Predict Visitor Locations in Museums, AI Communications, 21(2-3),
pp. 195–202.
- Nicholson, Jeremy and Timothy Baldwin (2008) Learning
Count Classifier Preferences of Malay Nouns, In Proceedings of the 2008
Australasian Language Technology Workshop (ALTW 2008), Hobart,
Australia, pp. 115–123.
- March, Olivia and Timothy Baldwin (2008) Automatic
Event Reference Identification, In Proceedings of the 2008
Australasian Language Technology Workshop (ALTW 2008), Hobart,
Australia, pp. 79–87.
- Grieser, Karl, Timothy Baldwin, Fabian Bohnert and Liz Sonenberg (2008) Using
Collaboratively Constructed Document Collections to Simulate
Real World Object Comparisons, In Proceedings of the Thirteenth
Australian Document Computing Symposium (ADCS 2008), Hobart,
Australia, pp. 73–76.
- Martinez, David, Sarvnaz Karimi, Lawrence Cavedon and Timothy Baldwin
(2008) Facilitating
Biomedical Systematic Reviews Using Ranked Text
Retrieval and Classification, In Proceedings of the Thirteenth
Australian Document Computing Symposium (ADCS 2008), Hobart,
Australia, pp. 53–60.
- Kim, Su Nam and Timothy Baldwin (2008) An
Unsupervised Approach to Interpreting Noun Compounds, In Proceedings
of 2008 IEEE International Conference on Natural Language Processing and
Knowledge Engineering (IEEE NLP-KE'08), Beijing, China.
- Yencken, Lars and Timothy Baldwin (2008) Measuring and Predicting
Orthographic Associations: Modelling the Similarity of Japanese Kanji,
In Proceedings of the 22nd International Conference on Computational
Linguistics (COLING 2008), Manchester, UK. [DATASET]
- Mistica, Meladel, Timothy Baldwin, Marisa Cordella and Simon Musgrave
(2008) Applying
Discourse Analysis and Data Mining Methods to Spoken
OSCE Assessments, In Proceedings of the
22nd International Conference on Computational Linguistics (COLING
2008), Manchester, UK.
- Yencken, Lars and Timothy Baldwin (2008) Orthographic Similarity search for Dictionary
Lookup of Japanese Words, In Proceedings of the 18th European
Conference on Artificial Intelligence (ECAI-08), Patras, Greece.
- Bohnert, Fabian, Ingrid Zukerman, Shlomo Berkovsky, Timothy Baldwin and
Elizabeth Sonenberg (2008) Using
Collaborative Models to Adaptively Predict Visitor Locations in Museums, In
Proceedings of the 5th International Conference on Adaptive Hypermedia
and Adaptive Web-Based Systems, Hanover, Germany, pp. 42–51.
- Berkovsky, Shlomo, Timothy Baldwin and Ingrid Zukerman (2008) Aspect-Based Personalized Text
Summarization, In Proceedings of the 5th International Conference on
Adaptive Hypermedia and Adaptive Web-Based Systems, Hanover, Germany,
pp. 267–270.
- Ye, Patrick and Timothy Baldwin (2008) Towards Automatic
Animated Storyboarding, In Proceedings of the 23rd Conference on
Artificial Intelligence (AAAI-08), Chicago, USA, pp. 578--583.
- Agirre, Eneko, Timothy Baldwin and David Martinez (2008) Improving
Parsing and PP attachment Performance with Sense Information, In
Proceedings of the 46th Annual Meeting of the
Association for Computational Linguistics (ACL HLT 2008),
Columbus, USA, pp. 317--325.
- Baldwin, Timothy (2008) A
Resource for Evaluating the Deep Lexical Acquisition of English
Verb-Particle Constructions, In Proceedings of LREC 2008 Workshop:
Towards a Shared Task for Multiword Expressions (MWE 2008), Marrakech,
Morocco, pp. 1–2. [DATASET]
- Nicholson, Jeremy and Timothy Baldwin (2008) Interpreting
Compound Nominalisations, In Proceedings of LREC 2008 Workshop:
Towards a Shared Task for Multiword Expressions (MWE 2008), Marrakech,
Morocco, pp. 43–45. [DATASET]
- Kim, Su Nam and Timothy Baldwin (2008) Standardised
Evaluation of English Noun Compound Interpretation, In Proceedings
of LREC 2008 Workshop: Towards a Shared Task for Multiword Expressions (MWE
2008), Marrakech, Morocco, pp. 39–42. [DATASET]
- Nicholson, Jeremy, Valia Kordoni, Yi Zhang, Timothy Baldwin and Rebecca
Dridan (2008) Evaluating
and Extending the Coverage of HPSG Grammars,
In Proceedings of the 6th International Conference on Language Resources
and Evaluation (LREC2008), Marrakech, Morocco.
- Baldwin, Timothy, Su Nam Kim, Francis Bond, Sanae Fujita, David Martinez
and Takaaki Tanaka (2008) MRD-based Word
Sense Disambiguation: Further Extending Lesk, In Proceedings of the
Third International Joint Conference on Natural Language Processing (IJCNLP
2008), Hyderabad, India, pp. 775–780.
- Kim, Su Nam and Timothy Baldwin (2008) Benchmarking Noun Compound
Interpretation, In Proceedings of the Third International Joint Conference
on Natural Language Processing (IJCNLP 2008), Hyderabad, India,
pp. 569–576.
- Bohnert, Fabian, Ingrid Zukerman, Shlomo Berkovsky, Timothy Baldwin and
Elizabeth Sonenberg (2008) Using
Interest and Transition Models to Predict Visitor Locations in Museums,
Technical Report No. 2008/219, Clayton School of Information Technology,
Monash University.
2007
- Baldwin, Timothy, David Martinez, Richard B. Penman (2007)
Automatic
Thread Classification for Linux User Forum Information Access, In
Proceedings of the Twelfth Australasian Document Computing Symposium
(ADCS 2007), Melbourne, Australia, pp. 72–79.
- Kim, Su Nam, Meladel Mistica and Timothy Baldwin (2007) Extending
Sense Collocations in Interpreting Noun
Compounds, In Proceedings of the 2007 Australasian Language Technology Workshop (ALTW
2007), Melbourne, Australia, pp. 49–56.
- Yap, Willy and Timothy Baldwin (2007) Dictionary Alignment for
Context-sensitive Word Glossing, In Proceedings of the 2007 Australasian
Language Technology Workshop (ALTW 2007), Melbourne, Australia, pp. 125–133.
- Ghodke, Sumukh and Timothy Baldwin (2007) An Investigation into the Interaction between
Feature Selection and Discretization: Learning How and When to Read
Numbers, In Proceedings of the 20th Australian Joint Conference on
Artificial Intelligence (AI07), Gold Coast, Australia,
pp. 48–57.
- Baldwin, Timothy (2007) Scalable Deep
Linguistic Processing: Mind the Lexical Gap, In Proceedings of the
21st Pacific Asia Conference on Language, Information and Computation
(PACLIC21), Seoul, Korea, pp. 3–12.
- Yamada, Ichiro, Timothy Baldwin, Hideki Sumiyoshi, Masahiro Shibata and
Nobuyuki Yagi (2007) Automatic Acquisition of
Qualia Structure from Corpus Data, IEICE Transactions on Information
and Systems, Vol. E90-D, No. 10, pp. 1534–1541.
- Dridan, Rebecca and Timothy Baldwin (2007)
What
to Classify and How: Experiments in Question Classification for Japanese,
In Proceedings of PACLING 2007, Melbourne, Australia,
pp. 333–341.
- Kim, Su Nam and Timothy Baldwin (2007)
Detecting
Compositionality of English Verb-Particle Constructions using
Semantic Similarity, In Proceedings of PACLING 2007, Melbourne,
Australia, pp. 40–48.
- Kim, Su Nam and Timothy Baldwin (2007)
Interpreting
Noun Compounds using Bootstrapping and Sense Collocation, In
Proceedings of PACLING 2007, Melbourne, Australia, pp. 129–136.
- Kim, Su Nam and Timothy Baldwin (2007) Disambiguating
Noun Compounds, In Proceedings of the Twenty-Second Conference on
Artificial Intelligence (AAAI-07), Vancouver, Canada,
pp. 901–6.
- Furlan, Aidan, Timothy Baldwin and Alex Klippel (2007) Landmark
Classification for Route Directions, In
Proceedings of the Fourth ACL-SIGSEM Workshop on Prepositions,
Prague, Czech Republic, pp. 9–16.
- Grieser, Karl, Timothy Baldwin and Steven Bird (2007) Dynamic Path
Prediction and Recommendation in a Museum Environment, In Proceedings of
the ACL 2007 Workshop on Language Technology for Cultural Heritage Data
(LaTeCH 2007), Prague, Czech Republic, pp. 49–56.
- Zhang, Yi, Timothy Baldwin and Valia Kordoni (2007) The Corpus and the Lexicon:
Standardising Deep Lexical Acquisition Evaluation, In
Proceedings of the ACL 2007 Workshop on Deep Linguistic Processing,
Prague, Czech Republic, pp. 152–159.
- Kim, Su Nam and Timothy Baldwin (2007) MELB-KB: Nominal
Classification as Noun Compound Interpretation, In Proceedings of the 4th
International Workshop on Semantic Evaluations, Prague, Czech Republic,
pp. 231–236.
- Martinez, David, Timothy Baldwin, Eneko Agirre and Oier Lopez de Lacalle
(2007) UBC-UMB:
Combining unsupervised and supervised systems for all-words WSD, In
Proceedings of the 4th International
Workshop on Semantic Evaluations, Prague, Czech Republic, pp. 350–353.
- Martinez, David, Su Nam Kim and Timothy Baldwin (2007) MELB-MKB:
Lexical Substitution system based on Relatives in Context, In
Proceedings of the 4th International Workshop on Semantic
Evaluations, Prague, Czech Republic, pp. 237–240.
- Ye, Patrick and Timothy Baldwin (2007) MELB-YB: Preposition Sense
Disambiguation Using Rich Semantic Features, In Proceedings of the 4th
International Workshop on Semantic Evaluations, Prague, Czech Republic,
pp. 241–244.
- Baldwin, Timothy, Mark Dras, Julia Hockenmaier, Tracy Holloway King and
Gertjan van Noord, eds. (2007) Proceedings of ACL 2007
Workshop on Deep Linguistic Processing, Association for Computational Linguistics.
- Baldwin, Timothy, Mark Dras, Julia Hockenmaier, Tracy Holloway King and
Gertjan van Noord (2007) The Impact of Deep
Linguistic Processing on Parsing Technology, In Proceedings of the
10th International Conference on Parsing Technology, Prague, Czech
Republic, pp. 36–38.
- Tanaka, Takaaki, Francis Bond, Timothy Baldwin, Sanae Fujita and Chikara
Hashimoto (2007) Word
Sense Disambiguation Incorporating Lexical and Structural Semantic
Information, In Proceedings of the 2007 Joint Meeting of the
Conference on Empirical Methods on Natural Language Processing and the
Conference on Natural Language Learning (EMNLP-CoNLL 2007), Prague,
Czech Republic, pp. 477–485.
2006
- Ye, Patrick and Timothy Baldwin (2006) Semantic Role Labelling of Prepositional
Phrases, ACM Transactions on Asian Language Information Processing
(TALIP), 5(3), pp. 228–244.
- Yencken, Lars and Timothy Baldwin (2006) Modelling the Orthographic Neighbourhood for
Japanese Kanji, In Proceedings of the 21st International Conference
on the Computer Processing of Oriental Languages, Singapore,
pp. 321—332. [DATASET]
- Ye, Patrick and Timothy Baldwin (2006) Verb
Sense Disambiguation Using Selectional Preferences Extracted With A
State-of-the-art Semantic Role Labeler, In Proceedings of the 2006
Australasian Language Technology Workshop (ALTW 2006), Sydney,
Australia, pp. 139–148.
- Nicholson, Jeremy, Timothy Baldwin and Phil Blunsom (2006) Die
Morphologie (f): Targeted Lexical Acquisition for Languages other than
English, In Proceedings of the 2006 Australasian Language Technology
Workshop (ALTW 2006), Sydney, Australia, pp. 67–74.
- Baldwin, Timothy (2006) Book Review of Particle Verbs in English:
Syntax, Information Structure and Intonation (Dehé, Nicole, 2002)
Language, Vol. 82, No. 3.
- Baldwin, Timothy (2006) Data-Driven Methods for Acquiring Lexical
Semantics, Lecture notes from the ESSLLI 2006 Foundational Course on
Data-Driven Methods for Acquiring Linguistic Information,
Málaga, Spain. [SLIDES]
- Baldwin, Timothy, Steven Bird and Baden Hughes (2006) Collecting
Low-Density Language Materials on the Web, In Proceedings of the
12th Australasian World Wide Web Conference (AusWeb06), Noosa Lakes,
Australia. (Best Poster Award)
- Kim, Su Nam and Timothy Baldwin (2006) Interpreting Semantic
Relations in Noun Compounds via Verb Semantics, In Proceedings of
COLING/ACL 2006, Sydney, Australia, pp. 491–498.
- Nicholson, Jeremy and Timothy Baldwin (2006) Interpretation of Compound
Nominalisations using Corpus and Web Statistics, In Proceedings of
COLING/ACL 2006 Workshop on Multiword Expressions, Sydney, Australia,
pp. 54–61.
- Baldwin, Timothy (2006) Compositionality and Multiword Expressions: Six
of One, Half a Dozen of the Other?, Invited Talk at the COLING/ACL 2006
Workshop on Multiword Expressions, Sydney, Australia. [SLIDES]
- Blunsom, Phil and Timothy Baldwin (2006) Multilingual Deep Lexical
Acquisition for HPSGs via Supertagging, In Proceedings of the 2006
Conference on Empirical Methods in Natural Language Processing (EMNLP
2006), Sydney, Australia, pp. 164–171.
- Hughes, Baden, Timothy Baldwin, Steven Bird, Jeremy Nicholson and Andrew
MacKinlay (2006) Reconsidering
Language Identification for Written Language Resources, In
Proceedings of the 5th International Conference on Language Resources
and Evaluation (LREC2006), Genoa, Italy, pp. 485–488.
- Meyers, Adam, Shigeko Nariyama, Francis Bond and Timothy Baldwin,
eds. (2006) Proceedings of
Frontiers in Linguistically Annotated Corpora 2006: A Merged Workshop with
7th International Workshop on Linguistically Interpreted Corpora (LINC-2006)
and Frontiers in Corpus Annotation III, Association for
Computational Linguistics.
- Baldwin, Timothy and Su'ad Awab (2006) Open
Source Corpus Analysis Tools for Malay, In Proceedings of the 5th
International Conference on Language Resources and Evaluation
(LREC2006), Genoa, Italy, pp. 2212–2215.
- Nicholson, Jeremy, Nicola Stokes and Timothy Baldwin (2006) Detecting
Entailment Using an Extended Implementation of the Basic Elements Overlap
Metric, In Proceedings of the 2nd PASCAL Recognizing Textual
Entailment Challenge, Venice, Italy.
- Arsenijevic, Boban, Timothy Baldwin and Beata Trawinski (eds.) (2006)
Proceedings of the Third
ACL-SIGSEM Workshop on Prepositions, Association for Computational
Linguistics.
- Kim, Su Nam and Timothy Baldwin (2006) Automatic Identification
of English Verb Particle Constructions using Linguistic Features, In
Proceedings of the Third ACL-SIGSEM Workshop on Prepositions,
Trento, Italy, pp. 65–72.
- Baldwin, Timothy, John Beavers, Leonoor van der Beek, Francis Bond, Dan
Flickinger and Ivan A. Sag (2006) In Search of a Systematic
Treatment of Determinerless PPs, In Patrick Saint-Dizier (ed.)
Computational Linguistics Dimensions of Syntax and Semantics of
Prepositions, Springer, ISBN 1402038496, pp. 163–180.
- Baldwin, Timothy (2006) Distributional Similarity and
Preposition Semantics, In Patrick Saint-Dizier (ed.) Computational
Linguistics Dimensions of Syntax and Semantics of Prepositions,
Springer, ISBN 1402038496, pp. 197–210.
2005
- Baldwin, Timothy, John Beavers, Emily M. Bender, Dan Flickinger, Ara Kim
and Stephan Oepen (2005) Beauty and the Beast: What running a broad-coverage
precision grammar over the BNC taught us about the grammar – and the
corpus, In Linguistic Evidence:
Empirical, Theoretical, and Computational Perspectives, Mouton de
Gruyter, ISBN 3-11-018312-9, pp. 49–69.
- Baldwin, Timothy, James Curran and Menno van Zaanen (2005) Proceedings of the
Australasian Language Technology Workshop (ALTW 2005), Australasian
Language Technology Association.
- MacKinlay, Andrew and Timothy Baldwin (2005) POS
Tagging with a More Informative Tagset, In Proceedings of the
Australasian Language Technology Workshop 2005 (ALTW 2005), Sydney,
Australia, pp. 40–48.
- Nicholson, Jeremy and Timothy Baldwin (2005) Statistical
Interpretation of Compound Nominalisations, In Proceedings of the
Australasian Language Technology Workshop 2005 (ALTW 2005), Sydney,
Australia, pp. 152–159.
- Yencken, Lars and Timothy Baldwin (2005) Efficient
Grapheme-phoneme Alignment for Japanese, In Proceedings of the
Australasian Language Technology Workshop 2005 (ALTW 2005), Sydney,
Australia, pp. 143–151.
- Ye, Patrick and Timothy Baldwin (2005) Semantic Role Labelling of
Prepositional Phrases, In Proceedings of the Second International
Joint Conference on Natural Language Processing (IJCNLP-05), Jeju,
South Korea, pp. 779–791.
- Kim, Su Nam and Timothy Baldwin (2005) Automatic Interpretation of
Noun Compounds using WordNet Similarity, In Proceedings of the
Second International Joint Conference on Natural Language Processing
(IJCNLP-05), Jeju, South Korea, pp. 945–956.
- Baldwin, Timothy (2005) General-Purpose
Lexical Acquisition: Procedures, Questions and Results, In
Proceedings of the Pacific Association for Computational Linguistics
2005, Tokyo, Japan, pp. 23–32.
- Baldwin, Timothy (2005) The Deep
Lexical Acquisition of English Verb-particle Constructions, Computer
Speech and Language, Special Issue on Multiword Expressions, Volume 19,
Issue 4, pp. 398–414.
- Uchiyama, Kiyoko, Timothy Baldwin and Shun Ishizaki (2005) Disambiguating Japanese Compound Verbs,
Computer Speech and Language, Special Issue on Multiword
Expressions, Volume 19, Issue 4, pp. 497–512.
- Baldwin, Timothy, Anna Korhonen and Aline Villavicencio (eds.) (2005)
Proceedings of the
ACL-SIGLEX 2005 Workshop on Deep Lexical Acquisition.
- Baldwin, Timothy (2005) Bootstrapping Deep
Lexical Resources: Resources for Courses, In Proceedings of the
ACL-SIGLEX 2005 Workshop on Deep Lexical
Acquisition, Ann Arbor, USA, pp. 67–76.
- Baldwin, Timothy (2005) Looking for
Prepositional Verbs in Corpus Data, In Proceedings of the 2nd
ACL-SIGSEM Workshop on the Linguistic Dimensions of Prepositions and their
Use in Computational Linguistics Formalisms and Applications,
Colchester, UK, pp. 115–126.
2004
- Yamada, Ichiro and Timothy Baldwin (2004) Automatic Discovery of Telic
and Agentive Roles from Corpus Data, In Proceedings of the 18th
Pacific Asia Conference on Language, Information and Computation (PACLIC
18), Tokyo, Japan, pp. 115–126.
- Baldwin, Timothy (2004) Multiword Expressions, Advanced course
at the Australasian Language Technology Summer School (ALTSS 2004), Sydney,
Australia. [SLIDES]
- Baldwin, Timothy (2004) Making Sense of Japanese
Relative Clause Constructions, In Proceedings of the 2nd Workshop on
Text Meaning and Interpretation, Barcelona, Spain, pp. 49–56.
- Baldwin, Timothy and Takaaki Tanaka (2004) Translation by Machine of
Compound Nominals: Getting it Right, In Proceedings of the ACL 2004
Workshop on Multiword Expressions: Integrating Processing, Barcelona,
Spain, pp. 24–31.
- Baldwin, Timothy (2004) Translation
Memory Engines: A Look under the Hood and Road Test, In Proceedings
of the 15th International Japanese/English Translation Conference
(IJET-15), Yokohama, Japan. [SLIDES]
- van der Beek, Leonoor and Timothy Baldwin (2004) Crosslingual Countability Classification with
EuroWordNet, In Proceedings of the 14th Meeting of Computational
Linguistics in the Netherlands (CLIN 2003), Antwerp Papers in
Linguistics, Antwerp, Belgium.
- Bender, Emily M., Dan Flickinger, Stephan Oepen, Annemarie Walsh and Tim
Baldwin (2004) Arboretum: Using a Precision
Grammar for Grammar Checking CALL, In Proceedings of the InSTIL/ICAL
Symposium: NLP and Speech Technologies in Advance Language Learning
Systems, Venice, Italy.
- Villavicencio, Aline, Timothy Baldwin and Benjamin Waldron (2004) A
Multilingual Database of Idioms, In Proceedings of the Fourth
International Conference on Language Resources and Evaluation (LREC
2004), Lisbon, Portugal, pp. 1127–1130.
- Baldwin, Timothy, Emily M. Bender, Dan Flickinger, Ara Kim and Stephan
Oepen (2004) Road-testing
the English Resource Grammar over the British National Corpus, In
Proceedings of the Fourth International Conference on Language Resources
and Evaluation (LREC 2004), Lisbon, Portugal, pp. 2047–2050.
- Bilac, Slaven, Timothy Baldwin and Hozumi Tanaka (2004) Evaluating
the FOKS Error Model, In Proceedings of the Fourth International
Conference on Language Resources and Evaluation (LREC 2004), Lisbon,
Portugal, pp. 2119–2122.
- Uchiyama, Kiyoko and Timothy Baldwin (2004) Kikai-gakushu-ni-yoru Fukugou-doushi no
Tagisei-kaishou-hou (Automatically Disambiguating Japanese Verb
Compounds), In Proceedings of the 10th Annual Meeting of the
Association of Natural Language Processing (Japan), Tokyo, Japan (in
Japanese).
- Baldwin, Timothy, John Beavers, Emily M. Bender, Dan Flickinger, Ara Kim
and Stephan Oepen (2004) Beauty and the Beast:
What Running a Broad-coverage Precision Grammar over the BNC Taught us about
the Grammar – and the Corpus, In Proceedings of the
International Conference on Linguistic Evidence: Empirical, Theoretical, and
Computational Perspectives, Tübingen, Germany.
2003
- Baldwin, Timothy and Leonoor van der Beek (2003) The Ins and Outs of Dutch
Noun Countability Classification, In Proceedings of the 2003
Australasian Language Technology Workshop (ALTW2003), Melbourne,
Australia, pp. 33–40.
- Bilac, Slaven, Timothy Baldwin and Hozumi Tanaka (2003) Improving Dictionary Accessibility by Maximizing Use
of Available Knowledge, Traitement automatique des langues
Vol. 44 No. 2, pp. 199–224.
- Bilac, Slaven, Timothy Baldwin and Hozumi Tanaka (2003) Modeling
Learners' Cognitive Processes for Improved Dictionary Accessibility, In
Proceedings of the 10th International Conference of the European
Association for Japanese Studies, Warsaw, Poland.
- Tanaka, Takaaki and Timothy Baldwin (2003) Translation Selection for Japanese-English
Noun-Noun Compounds, In Proceedings of Machine Translation Summit
IX, New Orleans, USA, pp. 378–385.
- Bilac, Slaven, Timothy Baldwin and Hozumi Tanaka (2003) Increasing the Error Coverage of the FOKS
Japanese Dictionary Interface, In Proceedings of the 3rd Conference
of the Asian Association for Lexicography (ASIALEX 2003), Tokyo, Japan.
- Baldwin, Timothy, John Beavers, Leonoor van der Beek, Francis Bond, Dan
Flickinger and Ivan A. Sag (2003) In Search of a Systematic
Treatment of Determinerless PPs, In Proceedings of the ACL-SIGSEM
Workshop on the Linguistic Dimensions of Prepositions and their Use in
Computational Linguistics Formalisms and Applications, Toulouse,
France, pp. 145–156.
- Bannard, Colin and Timothy Baldwin (2003) Distributional Models of Preposition
Semantics, In Proceedings of the ACL-SIGSEM Workshop on the
Linguistic Dimensions of Prepositions and their Use in Computational
Linguistics Formalisms and Applications, Toulouse, France,
pp. 169–180.
- Baldwin, Timothy and Francis Bond (2003) Learning the Countability of
English Nouns from Corpus Data, In Proceedings of the 41st Annual
Meeting of the Association for Computational Linguistics (ACL 2003),
Sapporo, Japan, pp. 463–470.
- Baldwin, Timothy and Francis Bond (2003) A Plethora of Methods
for Learning English Countability, In Proceedings of the 2003
Conference on Empirical Methods in Natural Language Processing (EMNLP
2003), Sapporo, Japan, pp. 73–80.
- Baldwin, Timothy, Colin Bannard, Takaaki Tanaka and Dominic Widdows
(2003) An Empirical Model
of Multiword Expression Decomposability, In Proceedings of the
ACL-2003 Workshop on Multiword Expressions: Analysis, Acquisition and
Treatment, Sapporo, Japan, pp. 89–96.
- Bannard, Colin, Timothy Baldwin and Alex Lascarides (2003) A Statistical Approach to the Semantics of
Verb-Particles, In Proceedings of the ACL-2003 Workshop on Multiword
Expressions: Analysis,
Acquisition and Treatment, Sapporo, Japan, pp. 65–72.
- Tanaka, Takaaki and Timothy Baldwin (2003) Noun-Noun
Compound Machine Translation: A Feasibility Study on Shallow Processing, In
Proceedings of the ACL-2003 Workshop on Multiword Expressions: Analysis,
Acquisition and Treatment, Sapporo, Japan, pp. 17–24.
- Bilac, Slaven, Timothy Baldwin and Hozumi Tanaka (2003) Chiteki-na Jisho
FOKS: Dare-demo Kensaku-Kanou-na Jisho Shisutemu (The FOKS Intelligent
Dictionary: A Freely-accessible Dictionary System), In Kuramae
Journal No. 975, pp. 20–25 (in Japanese).
- van der Beek, Leonoor and Timothy Baldwin (2003) Crosslingual
Countability Classification: English meets Dutch, LinGO Working
Paper 2003-03.
2002
- Sag, Ivan, Timothy Baldwin, Francis Bond, Ann Copestake and Dan
Flickinger (2002) Multiword Expressions:
A Pain in the Neck for NLP, In Proceedings of the Third
International Conference on Intelligent Text Processing and Computational
Linguistics (CICLING 2002), Mexico City, Mexico, pp. 1–15.
- Baldwin, Timothy and Francis Bond (2002) Alternation-based Lexicon Reconstruction, In
Proceedings of the 9th International Conference on Theoretical and
Methodological Issues in Machine Translation (TMI 2002), Keihanna,
Japan, pp. 1–11.
- Baldwin, Timothy (2002) Translation
Memories, Tutorial at the 9th International Conference on
Theoretical and Methodological Issues in Machine Translation (TMI
2002), Keihanna, Japan.
- Baldwin, Timothy and Francis Bond (2002) Multiword Expressions: Some Problems for Japanese
NLP, In Proceedings of the Eighth Annual Meeting of the Association
of Natural Language Processing (Japan), Keihanna, Japan,
pp. 379–382.
- Bilac, Slaven, Timothy Baldwin and Hozumi Tanaka (2002) Construction of a Japanese Learner-Friendly
Dictionary Interface, In Proceedings of the Eighth Annual Meeting of
the Association of Natural Language Processing (Japan), Keihanna,
Japan, pp. 439–442. (Best Paper Award)
- Bond, Francis, Timothy Baldwin and Sanae Fujita (2002) Detecting
Alternation Instances in a Valency Dictionary, In Proceedings of the
Eighth Annual Meeting of the Association of Natural Language Processing
(Japan), Keihanna, Japan, pp. 519–522.
- Baldwin, Timothy, Slaven Bilac, Ryo Okumura, Takenobu Tokunaga and
Hozumi Tanaka (2002) Enhanced
Japanese Electronic Dictionary Look-up,
In Proceedings of the Third International Conference on
Language Resources and Evaluation (LREC 2002), Las Palmas, Canary Islands, pp. 979–985.
- Copestake, Ann, Fabre Lambeau, Aline Villavicencio, Francis Bond,
Timothy Baldwin, Ivan Sag, Dan Flickinger (2002) Multiword
Expressions: Linguistic Precision and Reusability, In Proceedings of
the Third International Conference on Language Resources and Evaluation
(LREC 2002), Las Palmas, Canary Islands, pp. 1941–1947.
- Bilac, Slaven, Timothy Baldwin and Hozumi Tanaka (2002) Bringing the Dictionary to
the User: the FOKS system, In Proceedings of the 19th International
Conference on Computational Linguistics (COLING 2002), Taipei, Taiwan,
pp. 85–91.
- Baldwin, Timothy and Aline Villavicencio (2002) Extracting the
Unextractable: A Case Study on Verb-particles, In Proceedings of the
Sixth Conference on Computational Natural Language Learning (CoNLL
2002), Taipei, Taiwan, pp. 98–104.
2001
- Baldwin, Timothy, Francis Bond and Kentaro Ogura (2001) Dictionary-driven analysis of Japanese verbal
alternations, In Proceedings of the Seventh Annual Meeting of the
Association of Natural Language Processing (Japan), Tokyo, Japan,
pp. 281–284.
- Baldwin, Timothy (2001) Making Lexical
Sense of Japanese-English Machine Translation: A Disambiguation
Extravaganza PhD Thesis, Tokyo Institute of Technology, Tokyo, Japan.
- Baldwin, Timothy and Hozumi Tanaka (2001) Balancing up
efficiency and accuracy in translation retrieval Journal of Natural Language
Processing vol. 8, no. 2, pp. 19–37.
- Baldwin, Timothy (2001) Low-cost, High-performance
Translation Retrieval: Dumber is Better, In Proceedings of the 39th
Annual Meeting of the Association for Computational Linguistics (ACL
2001), Toulouse, France, pp. 18–25.
- Baldwin, Timothy, Atsushi Okazaki, Takenobu Tokunaga and Hozumi Tanaka
(2001) The
Japanese Translation Task: Lexical and Structural Perspectives, In
Proceedings of the ACL/EACL 2001 Senseval2 Workshop, Touluse, France.
- Baldwin, Timothy, Atsushi Okazaki, Takenobu Tokunaga and Hozumi Tanaka
(2001) The
Successes and Failures of Lexical and Structural Translation Retrieval,
IEICE Technical Report.
2000
- Baldwin, Timothy and Hozumi Tanaka (2000) Verb
Alternations and Japanese – How, What and Where?
In Proceedings of the 14th Pacific Asia Conference on Language,
Information and Computation (PACLIC 14), Tokyo, Japan, pp. 3–14.
- Baldwin, Timothy and Hozumi Tanaka (2000) A Comparative
Study of Unsupervised Grapheme-Phoneme Alignment Methods,
In Proceedings of the 22nd Annual Meeting of the Cognitive Science
Society (CogSci 2000), Philadelphia, USA, pp 597–602.
- Baldwin, Timothy and Hozumi Tanaka (2000) The Effects of
Word Order and Segmentation on Translation Retrieval Performance
In Proceedings of the 18th International Conference on
Computational Linguistics (COLING 2000), Saabruecken, Germany, pp
35–41.
- Baldwin, Timothy and Hozumi Tanaka (2000) Balancing up efficiency and
accuracy in translation retrieval, In IPSJ SIJ Notes, volume 2000,
no. 86, pp. 10–16. Reprinted as Baldwin and Tanaka (2001).
1999
- Bilac, Slaven, Timothy Baldwin and Hozumi Tanaka (1999) Incremental Japanese grapheme-phoneme alignment,
In IPSJ SIJ Notes, volume 99, no. 130, pp. 47–54.
- Baldwin, Timothy, Francis Bond and Ben Hutchinson (1999) An alternation-based Japanese valency dictionary
architecture, In Proceedings of the Fifth Annual Meeting of the
Association of Natural Language Processing (Japan), Tokyo, Japan,
pp. 193–196.
- Hutchinson, Ben, Francis Bond and Timothy Baldwin (1999) Construction of an alternation-based English
valency dictionary, In Proceedings of the Fifth Annual Meeting of
the Association of Natural Language Processing (Japan), Tokyo, Japan,
pp. 197–200.
- Baldwin, Timothy and Hozumi Tanaka (1999) The Applications of
Unsupervised Learning to Japanese Grapheme-Phoneme Alignment,
In Proceedings of ACL Workshop on Unsupervised Learning in Natural
Language Processing, College Park, USA, pp. 9–16.
- Baldwin, Timothy and Hozumi Tanaka (1999) Automated Japanese grapheme-phoneme alignment, In
Proceedings of the International Conference on Cognitive Science,
Tokyo, Japan, pp. 349–354.
- Baldwin, Timothy and Hozumi Tanaka (1999) Argument Status in
Japanese Verb Sense Disambiguation,
In Proceedings of the 8th International Conference on Theoretical and
Methodological Issues in Machine Translation (TMI-99), Chester, UK, pp. 196–206.
- Baldwin, Timothy, Ben Hutchinson and Francis Bond (1999) A Valency
Dictionary Architecture for Machine Translation,
In Proceedings of the 8th International Conference on Theoretical
and Methodological Issues in Machine Translation (TMI-99), Chester, UK, pp. 207–217.
- Baldwin, Timothy, Takenobu Tokunaga and Hozumi Tanaka (1999) The
parameter-based analysis of Japanese relative clause constructions,
In IPSJ SIJ Notes, volume 99, no. 95, pp. 55–62.
- Baldwin, Timothy, Takenobu Tokunaga and Hozumi Tanaka (1999) Preliminary
analysis of the range and frequency of Japanese verb alternations,
In IPSJ SIJ Notes, volume 99, no. 95, pp. 139–146.
1998
- Baldwin, Timothy (1998) The Analysis of
Japanese Relative Clauses,
Master's Thesis, Tokyo Institute of Technology, Tokyo, Japan.
- Baldwin, Timothy (1998) Relative Clause
Coordination and Subordination in Japanese,
In Proceedings of the Australian Natural Language Processing Postgraduate Workshop, pp. 1–10.
- Baldwin, Timothy, Takenobu Tokunaga and Hozumi Tanaka
(1998) A Computational Account of Modality-based
Case Frame Transformation In Proceedings of the Fourth Annual
Meeting of the Association of Natural Language Processing (Japan),
Fukuoka, Japan, pp. 58–61.
- Baldwin, Timothy, Takenobu Tokunaga and Hozumi Tanaka (1998) Lexical
Effects in Verb Sense Disambiguation, In IPSJ SIJ Notes, volume 98,
no. 209, pp. 47–54.
1997
- Baldwin, Timothy (1997) Ryugakusei-kara Mita Nihongo (The View of
Japanese from a Learner of the Language), AAMT Journal, no. 18
(in Japanese).
- Baldwin, Timothy, Takenobu Tokunaga and Hozumi Tanaka
(1997) Semantic Verb Classes in the Analysis of
Head Gapping in Japanese Relative Clauses, In Proceedings of the
Natural Language Processing Pacific Rim Symposium '97 (NLPRS'97),
Phuket, Thailand, pp. 409–414.
- Fujii, Atsushi, Kentaro Inui, Timothy Baldwin, Takenobu Tokunaga
and Hozumi Tanaka (1997) Towards the Application of Word Sense Disambiguation
to Information Extraction, In Proceedings of the International Workshop on
Lexically Driven Information Extraction, Frascati, Italy, pp. 39–49.
- Baldwin, Timothy, Hozumi Tanaka and Takenobu Tokunaga (1997) Analysis of
Head Gapping in Japanese Relative Clauses,
In IPSJ SIJ Notes, volume 97, no. 4, pp. 1–8.
- Baldwin, Timothy, Takenobu Tokunaga and Hozumi Tanaka (1997) Syntactic and
Semantic Constraints on Head Gapping in Japanese Relative Clauses,
In Proceedings of the Third Annual Meeting of the Association of
Natural Language Processing (Japan), Kyoto, Japan, pp. 277–280.