The Effects of Word Order and Segmentation on Translation Retrieval Performance. - Timothy Baldwin; Hozumi Tanaka (COLING, 2000)

Verb Alternations and Japanese : How, What and Where. - Timothy Baldwin; Hozumi Tanaka (PACLIC, 2000)

Low-cost, High-Performance Translation Retrieval: Dumber is Better. - Timothy Baldwin (ACL, 2001)

The Japanese Translation Task: Lexical and Structural Perspectives. - Timothy Baldwin; Atsushi Okazaki; Takenobu Tokunaga; Hozumi Tanaka (SENSEVAL@ACL, 2001)

Multiword Expressions: A Pain in the Neck for NLP. - Ivan A. Sag; Timothy Baldwin; Francis Bond; Ann A. Copestake; Dan Flickinger (CICLing, 2002)

Bringing the Dictionary to the User: The FOKS System. - Slaven Bilac; Timothy Baldwin; Hozumi Tanaka (COLING, 2002)

Extracting the Unextractable: A Case Study on Verb-particles. - Timothy Baldwin; Aline Villavicencio (CoNLL, 2002)

Enhanced Japanese Electronic Dictionary Look-up. - Timothy Baldwin; Slaven Bilac; Ryo Okumura; Takenobu Tokunaga; Hozumi Tanaka (LREC, 2002)

Multiword expressions: linguistic precision and reusability. - Ann A. Copestake; Fabre Lambeau; Aline Villavicencio; Francis Bond; Timothy Baldwin; Ivan A. Sag; Dan Flickinger (LREC, 2002)

The Ins and Outs of Dutch noun countability classification. - Timothy Baldwin; Leonoor van der Beek (ALTA, 2003)

Learning the Countability of English Nouns from Corpus Data. - Timothy Baldwin; Francis Bond (ACL, 2003)

Crosslingual Countability Classification with EuroWordNet. - Leonoor van der Beek; Timothy Baldwin (CLIN, 2003)

A Plethora of Methods for Learning English Countability. - Timothy Baldwin; Francis Bond (EMNLP, 2003)

Translation selection for Japanese-English noun-noun compounds. - Takaaki Tanaka; Timothy Baldwin (MTSummit, 2003)

Road-testing the English Resource Grammar Over the British National Corpus. - Timothy Baldwin; Emily M. Bender; Dan Flickinger; Ara Kim; Stephan Oepen (LREC, 2004)

Evaluating the FOKS Error Model. - Slaven Bilac; Timothy Baldwin; Hozumi Tanaka (LREC, 2004)

A Multilingual Database of Idioms. - Aline Villavicencio; Timothy Baldwin; Benjamin Waldron (LREC, 2004)

Automatic Discovery of Telic and Agentive Roles from Corpus Data. - Ichiro Yamada; Timothy Baldwin (PACLIC, 2004)

POS Tagging with a More Informative Tagset. - Andrew MacKinlay; Timothy Baldwin (ALTA, 2005)

Statistical Interpretation of Compound Nominalisations. - Jeremy Nicholson; Timothy Baldwin (ALTA, 2005)

Efficient Grapheme-phoneme Alignment for Japanese. - Lars Yencken; Timothy Baldwin (ALTA, 2005)

Automatic Interpretation of Noun Compounds Using WordNet Similarity. - Su Nam Kim; Timothy Baldwin (IJCNLP, 2005)

Semantic Role Labelling of Prepositional Phrases. - Patrick Ye; Timothy Baldwin (IJCNLP, 2005)

Deep lexical acquisition of verb-particle constructions. - Timothy Baldwin (Comput. Speech Lang., 2005)

Disambiguating Japanese compound verbs. - Kiyoko Uchiyama; Timothy Baldwin; Shun Ishizaki (Comput. Speech Lang., 2005)

Analysis and Prediction of User Behaviour in a Museum Environment. - Karl Grieser; Timothy Baldwin; Steven Bird (ALTA, 2006)

Die Morphologie (f): Targeted Lexical Acquisition for Languages other than English. - Jeremy Nicholson; Timothy Baldwin; Phil Blunsom (ALTA, 2006)

Verb Sense Disambiguation Using Selectional Preferences Extracted with a State-of-the-art Semantic Role Labeler. - Patrick Ye; Timothy Baldwin (ALTA, 2006)

Interpreting Semantic Relations in Noun Compounds via Verb Semantics. - Su Nam Kim; Timothy Baldwin (ACL, 2006)

Multilingual Deep Lexical Acquisition for HPSGs via Supertagging. - Phil Blunsom; Timothy Baldwin (EMNLP, 2006)

Modelling the Orthographic Neighbourhood for Japanese Kanji. - Lars Yencken; Timothy Baldwin (ICCPOL, 2006)

Open Source Corpus Analysis Tools for Malay. - Timothy Baldwin; Su'ad Awab (LREC, 2006)

Reconsidering Language Identification for Written Language Resources. - Baden Hughes; Timothy Baldwin; Steven Bird; Jeremy Nicholson; Andrew MacKinlay (LREC, 2006)

Semantic role labeling of prepositional phrases. - Patrick Ye; Timothy Baldwin (ACM Trans. Asian Lang. Inf. Process., 2006)

Disambiguating Noun Compounds. - Su Nam Kim; Timothy Baldwin (AAAI, 2007)

Extending Sense Collocations in Interpreting Noun Compounds. - Su Nam Kim; Meladel Mistica; Timothy Baldwin (ALTA, 2007)

Dictionary Alignment for Context-sensitive Word Glossing. - Willy Yap; Timothy Baldwin (ALTA, 2007)

An Investigation into the Interaction Between Feature Selection and Discretization: Learning How and When to Read Numbers. - Sumukh Ghodke; Timothy Baldwin (Australian Conference on Artificial Intelligence, 2007)

Word Sense Disambiguation Incorporating Lexical and Structural Semantic Information. - Takaaki Tanaka; Francis Bond; Timothy Baldwin; Sanae Fujita; Chikara Hashimoto (EMNLP-CoNLL, 2007)

The Impact of Deep Linguistic Processing on Parsing Technology. - Timothy Baldwin; Mark Dras; Julia Hockenmaier; Tracy Holloway King; Gertjan van Noord (IWPT, 2007)

Dynamic Path Prediction and Recommendation in a Museum Environment. - Karl Grieser; Timothy Baldwin; Steven Bird (LaTeCH@ACL 2007, 2007)

Scalable Deep Linguistic Processing: Mind the Lexical Gap. - Timothy Baldwin (PACLIC, 2007)

MELB-KB: Nominal Classification as Noun Compound Interpretation. - Su Nam Kim; Timothy Baldwin (SemEval@ACL, 2007)

UBC-UMB: Combining unsupervised and supervised systems for all-words WSD. - David Martínez 001; Timothy Baldwin; Eneko Agirre; Oier Lopez de Lacalle (SemEval@ACL, 2007)

MELB-MKB: Lexical Substitution system based on Relatives in Context. - David Martínez 001; Su Nam Kim; Timothy Baldwin (SemEval@ACL, 2007)

MELB-YB: Preposition Sense Disambiguation Using Rich Semantic Features. - Patrick Ye; Timothy Baldwin (SemEval@ACL, 2007)

Bootstrapping Deep Lexical Resources: Resources for Courses - Timothy Baldwin (CoRR, 2007)

Automatic Acquisition of Qualia Structure from Corpus Data. - Ichiro Yamada; Timothy Baldwin; Hideki Sumiyoshi; Masahiro Shibata; Nobuyuki Yagi (IEICE Trans. Inf. Syst., 2007)

Towards Automatic Animated Storyboarding. - Patrick Ye; Timothy Baldwin (AAAI, 2008)

Automatic Event Reference Identification. - Olivia March; Timothy Baldwin (ALTA, 2008)

Learning Count Classifier Preferences of Malay Nouns. - Jeremy Nicholson; Timothy Baldwin (ALTA, 2008)

Improving Parsing and PP Attachment Performance with Sense Information. - Eneko Agirre; Timothy Baldwin; David Martínez 001 (ACL, 2008)

Aspect-Based Personalized Text Summarization. - Shlomo Berkovsky; Timothy Baldwin; Ingrid Zukerman (AH, 2008)

Using Collaborative Models to Adaptively Predict Visitor Locations in Museums. - Fabian Bohnert; Ingrid Zukerman; Shlomo Berkovsky; Timothy Baldwin; Liz Sonenberg (AH, 2008)

Applying Discourse Analysis and Data Mining Methods to Spoken OSCE Assessments. - Meladel Mistica; Timothy Baldwin; Marisa Cordella; Simon Musgrave (COLING, 2008)

Measuring and Predicting Orthographic Associations: Modelling the Similarity of Japanese Kanji. - Lars Yencken; Timothy Baldwin (COLING, 2008)

Orthographic similarity search for dictionary lookup of Japanese words. - Lars Yencken; Timothy Baldwin (ECAI, 2008)

MRD-based Word Sense Disambiguation: Further Extending Lesk. - Timothy Baldwin; Su Nam Kim; Francis Bond; Sanae Fujita; David Martínez 001; Takaaki Tanaka (IJCNLP, 2008)

Benchmarking Noun Compound Interpretation. - Su Nam Kim; Timothy Baldwin (IJCNLP, 2008)

Evaluating and Extending the Coverage of HPSG Grammars: A Case Study for German. - Jeremy Nicholson; Valia Kordoni; Yi Zhang 003; Timothy Baldwin; Rebecca Dridan (LREC, 2008)

An unsupervised approach to interpreting noun compounds. - Su Nam Kim; Timothy Baldwin (NLPKE, 2008)

Using interest and transition models to predict visitor locations in museums. - Fabian Bohnert; Ingrid Zukerman; Shlomo Berkovsky; Timothy Baldwin; Liz Sonenberg (AI Commun., 2008)

Corpus-based Extraction of Japanese Compound Verbs. - James Breen; Timothy Baldwin (ALTA, 2009)

Extracting Domain-Specific Words - A Statistical Approach. - Su Nam Kim; Timothy Baldwin; Min-Yen Kan (ALTA, 2009)

Double Double, Morphology and Trouble: Looking into Reduplication in Indonesian. - Meladel Mistica; I Wayan Arka; Timothy Baldwin; Avery Andrews (ALTA, 2009)

Automatic Satire Detection: Are You Having a Laugh? - Clinton Burfoot; Timothy Baldwin (ACL/IJCNLP (2), 2009)

Restoring Punctuation and Casing in English Text. - Timothy Baldwin; Manuel Paul Anil Kumar Joseph (Australasian Conference on Artificial Intelligence, 2009)

Biomedical Event Annotation with CRFs and Precision Grammars. - Andrew MacKinlay; David Martínez 001; Timothy Baldwin (BioNLP@HLT-NAACL (Shared Task), 2009)

Experiments on pattern-based relation learning. - Willy Yap; Timothy Baldwin (CIKM, 2009)

Recognising the Predicate-argument Structure of Tagalog. - Meladel Mistica; Timothy Baldwin (HLT-NAACL (Short Papers), 2009)

Web and Corpus Methods for Malay Count Classifier Prediction. - Jeremy Nicholson; Timothy Baldwin (HLT-NAACL (Short Papers), 2009)

A Baseline Approach to the RTE5 Search Pilot. - Andrew MacKinlay; Timothy Baldwin (TAC, 2009)

Prepositions in Applications: A Survey and Introduction to the Special Issue. - Timothy Baldwin; Valia Kordoni; Aline Villavicencio (Comput. Linguistics, 2009)

Hozumi Tanaka. - Timothy Baldwin; Takenobu Tokunaga; Jun'ichi Tsujii (Comput. Linguistics, 2009)

The hare and the tortoise: speed and accuracy in translation retrieval. - Timothy Baldwin (Mach. Transl., 2009)

Multilingual Language Identification: ALTW 2010 Shared Task Data. - Timothy Baldwin; Marco Lui (ALTA, 2010)

Classifying User Forum Participants: Separating the Gurus from the Hacks, and Other Tales of the Internet. - Marco Lui; Timothy Baldwin (ALTA, 2010)

Thread-level Analysis over Technical User Forum Data. - Li Wang; Su Nam Kim; Timothy Baldwin (ALTA, 2010)

PanLex and LEXTRACT: Translating all Words of all Languages of the World. - Timothy Baldwin; Jonathan Pool; Susan M. Colowick (COLING (Demos), 2010)

Evaluating N-gram based Evaluation Metrics for Automatic Keyphrase Extraction. - Su Nam Kim; Timothy Baldwin; Min-Yen Kan (COLING, 2010)

Best Topic Word Selection for Topic Labelling. - Jey Han Lau; David Newman 001; Sarvnaz Karimi; Timothy Baldwin (COLING (Posters), 2010)

Tagging and Linking Web Forum Posts. - Su Nam Kim; Li Wang; Timothy Baldwin (CoNLL, 2010)

Unsupervised Parse Selection for HPSG. - Rebecca Dridan; Timothy Baldwin (EMNLP, 2010)

Classifying Dialogue Acts in One-on-One Live Chats. - Su Nam Kim; Lawrence Cavedon; Timothy Baldwin (EMNLP, 2010)

Evaluating topic models for digital libraries. - David Newman 001; Youn Noh; Edmund M. Talley; Sarvnaz Karimi; Timothy Baldwin (JCDL, 2010)

Language Identification: The Long and the Short of the Matter. - Timothy Baldwin; Marco Lui (HLT-NAACL, 2010)

Automatic Evaluation of Topic Coherence. - David Newman 001; Jey Han Lau; Karl Grieser; Timothy Baldwin (HLT-NAACL, 2010)

Chart Mining-based Lexical Acquisition with Precision Grammars. - Yi Zhang 003; Timothy Baldwin; Valia Kordoni; David Martínez 001; Jeremy Nicholson (HLT-NAACL, 2010)

SemEval-2010 Task 5 : Automatic Keyphrase Extraction from Scientific Articles. - Su Nam Kim; Olena Medelyan; Min-Yen Kan; Timothy Baldwin (SemEval@ACL, 2010)

How to pick out token instances of English verb-particle constructions. - Su Nam Kim; Timothy Baldwin (Lang. Resour. Evaluation, 2010)

A Reexamination of MRD-Based Word Sense Disambiguation. - Timothy Baldwin; Su Nam Kim; Francis Bond; Sanae Fujita; David Martínez 001; Takaaki Tanaka (ACM Trans. Asian Lang. Inf. Process., 2010)

Visualizing search results and document collections using topic maps. - David Newman 001; Timothy Baldwin; Lawrence Cavedon; Eric Huang; Sarvnaz Karimi; David Martínez 001; Falk Scholer; Justin Zobel (J. Web Semant., 2010)

Multiword Expressions. - Timothy Baldwin; Su Nam Kim (Handbook of Natural Language Processing, 2010)

Predicting Thread Linking Structure by Lexical Chaining. - Li Wang; Diana McCarthy; Timothy Baldwin (ALTA, 2011)

Collective Classification of Congressional Floor-Debate Transcripts. - Clinton Burfoot; Steven Bird; Timothy Baldwin (ACL, 2011)

Lexical Normalisation of Short Text Messages: Makn Sens a #twitter. - Bo Han 002; Timothy Baldwin (ACL, 2011)

Automatic Labelling of Topic Models. - Jey Han Lau; Karl Grieser; David Newman 001; Timothy Baldwin (ACL, 2011)

Relation Guided Bootstrapping of Semantic Lexicons. - Tara McIntosh; Lars Yencken; James R. Curran; Timothy Baldwin (ACL (2), 2011)

Predicting Thread Discourse Structure over Technical Web Forums. - Li Wang; Marco Lui; Su Nam Kim; Joakim Nivre; Timothy Baldwin (EMNLP, 2011)

Modelling and Predicting Movements of Museum Visitors: A Simulation Framework for Assessing the Impact of Sensor Noise on Model Performance. - Fabian Bohnert; Ingrid Zukerman; David W. Albrecht; Timothy Baldwin (ITWP@IJCAI, 2011)

Fleshing it out: A Supervised Approach to MWE-token and MWE-type Classification. - Richard Fothergill; Timothy Baldwin (IJCNLP, 2011)

Cross-domain Feature Selection for Language Identification. - Marco Lui; Timothy Baldwin (IJCNLP, 2011)

Treeblazing: Using External Treebanks to Filter Parse Forests for Parse Selection and Treebanking. - Andrew MacKinlay; Rebecca Dridan; Dan Flickinger; Stephan Oepen; Timothy Baldwin (IJCNLP, 2011)

Predicting and compensating for lexicon access errors. - Lars Yencken; Timothy Baldwin (IUI, 2011)

MWEs and Topic Modelling: Enhancing Machine Learning with Linguistics. - Timothy Baldwin (MWE@ACL, 2011)

In Situ Text Summarisation for Museum Visitors. - Timothy Baldwin; Patrick Ye; Fabian Bohnert; Ingrid Zukerman (PACLIC, 2011)

Word classes in Indonesian: A linguistic reality or a convenient fallacy in natural language processing? - Meladel Mistica; Timothy Baldwin; I Wayan Arka (PACLIC, 2011)

Melbourne Language Group Microblog Track Report. - Bo Han 002; Marco Lui; Timothy Baldwin (TREC, 2011)

Word sense disambiguation for event trigger word detection in biomedicine. - David Martínez 001; Timothy Baldwin (BMC Bioinform., 2011)

Using ontological and document similarity to estimate museum exhibit relatedness. - Karl Grieser; Timothy Baldwin; Fabian Bohnert; Liz Sonenberg (ACM Journal on Computing and Cultural Heritage, 2011)

Mining Micro-blogs: Opportunities and Challenges. - Yang Liao; Masud Moshtaghi; Bo Han 002; Shanika Karunasekera; Ramamohanarao Kotagiri; Timothy Baldwin; Aaron Harwood; Philippa E. Pattison (Computational Social Networks, 2012)

Segmentation and Translation of Japanese Multi-word Loanwords. - James Breen; Timothy Baldwin; Francis Bond (ALTA, 2012)

Measurement of Progress in Machine Translation. - Yvette Graham; Timothy Baldwin; Aaron Harwood; Alistair Moffat; Justin Zobel (ALTA, 2012)

Unsupervised Estimation of Word Usage Similarity. - Marco Lui; Timothy Baldwin; Diana McCarthy (ALTA, 2012)

Classification of Study Region in Environmental Science Abstracts. - Jared Willett; Timothy Baldwin; David Martínez 001; James Angus Webb (ALTA, 2012)

langid.py: An Off-the-shelf Language Identification Tool. - Marco Lui; Timothy Baldwin (ACL (System Demonstrations), 2012)

Geolocation Prediction in Social Media Data by Finding Location Indicative Words. - Bo Han 002; Paul Cook; Timothy Baldwin (COLING, 2012)

On-line Trend Analysis with Topic Models: #twitter Trends Detection Topic Model Online. - Jey Han Lau; Nigel Collier; Timothy Baldwin (COLING, 2012)

Bayesian Text Segmentation for Index Term Identification and Keyphrase Extraction. - David Newman 001; Nagendra Koilada; Jey Han Lau; Timothy Baldwin (COLING, 2012)

The Utility of Discourse Structure in Identifying Resolved Threads in Technical User Forums. - Li Wang; Su Nam Kim; Timothy Baldwin (COLING, 2012)

A Support Platform for Event Detection using Social Intelligence. - Timothy Baldwin; Paul Cook; Bo Han 002; Aaron Harwood; Shanika Karunasekera; Masud Moshtaghi (EACL, 2012)

Word Sense Induction for Novel Sense Detection. - Jey Han Lau; Paul Cook; Diana McCarthy; David Newman 001; Timothy Baldwin (EACL, 2012)

Automatically Constructing a Normalisation Dictionary for Microblogs. - Bo Han 002; Paul Cook; Timothy Baldwin (EMNLP-CoNLL, 2012)

Evaluating a Morphological Analyser of Inuktitut. - Jeremy Nicholson; Trevor Cohn; Timothy Baldwin (HLT-NAACL, 2012)

Social Media: Friend or Foe of Natural Language Processing? - Timothy Baldwin (PACLIC, 2012)

Extracting Keywords from Multi-party Live Chats. - Su Nam Kim; Timothy Baldwin (PACLIC, 2012)

Classifying Dialogue Acts in Multi-party Live Chats. - Su Nam Kim; Lawrence Cavedon; Timothy Baldwin (PACLIC, 2012)

Deep Lexical Acquisition of Type Properties in Low-resource Languages: A Case Study in Wambaya. - Jeremy Nicholson; Rachel Nordlinger; Timothy Baldwin (PACLIC, 2012)

Combining resources for MWE-token classification. - Richard Fothergill; Timothy Baldwin (*SEM@NAACL-HLT, 2012)

The Effects of Semantic Annotations on Precision Parse Ranking. - Andrew MacKinlay; Rebecca Dridan; Diana McCarthy; Timothy Baldwin (*SEM@NAACL-HLT, 2012)

Detecting modification of biomedical events using a deep parsing approach. - Andrew MacKinlay; David Martínez 001; Timothy Baldwin (BMC Medical Informatics Decis. Mak., 2012)

Crowd-Sourcing of Human Judgments of Machine Translation Fluency. - Yvette Graham; Timothy Baldwin; Alistair Moffat; Justin Zobel (ALTA, 2013)

Automatic Climate Classification of Environmental Science Literature. - Jared Willett; David Martínez 001; James Angus Webb; Timothy Baldwin (ALTA, 2013)

A Stacking-based Approach to Twitter User Geolocation Prediction. - Bo Han 002; Paul Cook; Timothy Baldwin (ACL (Conference System Demonstrations), 2013)

Continuous Measurement Scales in Human Evaluation of Machine Translation. - Yvette Graham; Timothy Baldwin; Alistair Moffat; Justin Zobel (LAW@ACL, 2013)

The Utility of Discourse Structure in Forum Thread Retrieval. - Li Wang; Su Nam Kim; Timothy Baldwin (AIRS, 2013)

How Noisy Social Media Text, How Diffrnt Social Media Sources? - Timothy Baldwin; Paul Cook; Marco Lui; Andrew MacKinlay; Li Wang (IJCNLP, 2013)

Unsupervised Word Class Induction for Under-resourced Languages: A Case Study on Indonesian. - Meladel Mistica; Jey Han Lau; Timothy Baldwin (IJCNLP, 2013)

Umelb: Cross-lingual Textual Entailment with Word Alignment and String Similarity Features. - Yvette Graham; Bahar Salehi; Timothy Baldwin (SemEval@NAACL-HLT, 2013)

unimelb: Topic Modelling-based Word Sense Induction for Web Snippet Clustering. - Jey Han Lau; Paul Cook; Timothy Baldwin (SemEval@NAACL-HLT, 2013)

unimelb: Topic Modelling-based Word Sense Induction. - Jey Han Lau; Paul Cook; Timothy Baldwin (SemEval@NAACL-HLT, 2013)

unimelb: Spanish Text Normalisation. - Bo Han 002; Paul Cook; Timothy Baldwin (Tweet-Norm@SEPLN, 2013)

UniMelb_NLP-CORE: Integrating predictions from multiple domains and feature sets for estimating semantic textual similarity. - Spandana Gella; Bahar Salehi; Marco Lui; Karl Grieser; Paul Cook; Timothy Baldwin (*SEM@NAACL-HLT, 2013)

Automatic keyphrase extraction from scientific articles. - Su Nam Kim; Olena Medelyan; Min-Yen Kan; Timothy Baldwin (Lang. Resour. Evaluation, 2013)

A lexical semantic approach to interpreting and bracketing English noun compounds. - Su Nam Kim; Timothy Baldwin (Nat. Lang. Eng., 2013)

Lexical normalization for social media text. - Bo Han 002; Paul Cook; Timothy Baldwin (ACM Trans. Intell. Syst. Technol., 2013)

Word sense and semantic relations in noun compounds. - Su Nam Kim; Timothy Baldwin (ACM Trans. Speech Lang. Process., 2013)

On collocations and topic models. - Jey Han Lau; Timothy Baldwin; David Newman 001 (ACM Trans. Speech Lang. Process., 2013)

Automatic Detection of Multilingual Dictionaries on the Web. - Gintare Grigonyte; Timothy Baldwin (ACL (2), 2014)

Learning Word Sense Distributions, Detecting Unattested Senses and Identifying Novel Senses Using Topic Models. - Jey Han Lau; Paul Cook; Diana McCarthy; Spandana Gella; Timothy Baldwin (ACL (1), 2014)

Novel Word-sense Identification. - Paul Cook; Jey Han Lau; Diana McCarthy; Timothy Baldwin (COLING, 2014)

One Sense per Tweeter ... and Other Lexical Semantic Tales of Twitter. - Spandana Gella; Paul Cook; Timothy Baldwin (EACL, 2014)

Is Machine Translation Getting Better over Time? - Yvette Graham; Timothy Baldwin; Alistair Moffat; Justin Zobel (EACL, 2014)

Machine Reading Tea Leaves: Automatically Evaluating Topic Coherence and Topic Model Quality. - Jey Han Lau; David Newman 001; Timothy Baldwin (EACL, 2014)

Using Distributional Similarity of Multi-way Translations to Predict Multiword Expression Compositionality. - Bahar Salehi; Paul Cook; Timothy Baldwin (EACL, 2014)

Testing for Significance of Increased Correlation with Human Judgment. - Yvette Graham; Timothy Baldwin (EMNLP, 2014)

Detecting Non-compositional MWE Components using Wiktionary. - Bahar Salehi; Paul Cook; Timothy Baldwin (EMNLP, 2014)

Building a corpus of spatial relational expressions extracted from web documents. - Jan Oliver Wallgrün; Alexander Klippel; Timothy Baldwin (GIR, 2014)

Representing topics labels for exploring digital libraries. - Nikolaos Aletras; Timothy Baldwin; Jey Han Lau; Mark Stevenson 001 (JCDL, 2014)

Automatic Identification of Locative Expressions from Social Media Text: A Comparative Analysis. - Fei Liu 023; Maria Vasardani; Timothy Baldwin (LocWeb, 2014)

Automatic Zoom Level Prediction for Informal Location Descriptions. - Igor Tytyk; Timothy Baldwin (LocWeb, 2014)

Exploring Methods and Resources for Discriminating Similar Languages. - Marco Lui; Ned Letcher; Oliver Adams; Long Duong; Paul Cook; Timothy Baldwin (VarDial@COLING, 2014)

Randomized Significance Tests in Machine Translation. - Yvette Graham; Nitika Mathur; Timothy Baldwin (WMT@ACL, 2014)

Text-Based Twitter User Geolocation Prediction. - Bo Han 002; Paul Cook; Timothy Baldwin (J. Artif. Intell. Res., 2014)

Automatic Detection and Language Identification of Multilingual Documents. - Marco Lui; Jey Han Lau; Timothy Baldwin (Trans. Assoc. Comput. Linguistics, 2014)

Domain Adaption of Named Entity Recognition to Support Credit Risk Assessment. - Julio Cesar Salinas Alvarado; Karin Verspoor; Timothy Baldwin (ALTA, 2015)

Understanding engagement with insurgents through retweet rhetoric. - Joel Nothman; Atif Ahmad; Christoph F. Breidbach; David Malet; Timothy Baldwin (ALTA, 2015)

Twitter User Geolocation Using a Unified Text and Network Prediction Model. - Afshin Rahimi 001; Trevor Cohn; Timothy Baldwin (ACL (2), 2015)

Shared Tasks of the 2015 Workshop on Noisy User-generated Text: Twitter Lexical Normalization and Named Entity Recognition. - Timothy Baldwin; Marie-Catherine de Marneffe; Bo Han 002; Young-Bum Kim; Alan Ritter; Wei Xu 004 (NUT@IJCNLP, 2015)

CQADupStack: A Benchmark Data Set for Community Question-Answering Research. - Doris Hoogeveen; Karin M. Verspoor; Timothy Baldwin (ADCS, 2015)

Automatic Labelling of Topic Models Using Word Vectors and Letter Trigram Vectors. - Wanqiu Kou; Fang Li; Timothy Baldwin (AIRS, 2015)

TM 2015 - Topic Models: Post-Processing and Applications Workshop. - Nikolaos Aletras; Jey Han Lau; Timothy Baldwin; Mark Stevenson 001 (CIKM, 2015)

A Probabilistic Rating Auto-encoder for Personalized Recommender Systems. - Huizhi Liang; Timothy Baldwin (CIKM, 2015)

Big Data Small Data, In Domain Out-of Domain, Known Word Unknown Word: The Impact of Word Representations on Sequence Labelling Tasks. - Lizhen Qu; Gabriela Ferraro; Liyuan Zhou; Weiwei Hou; Nathan Schneider 001; Timothy Baldwin (CoNLL, 2015)

A Classification Schema for Fast Disambiguation of Spatial Prepositions. - André Dittrich; Maria Vasardani; Stephan Winter 001; Timothy Baldwin; Fei Liu 023 (IWGS, 2015)

The Impact of Multiword Expression Compositionality on Machine Translation Evaluation. - Bahar Salehi; Nitika Mathur; Paul Cook; Timothy Baldwin (MWE@NAACL-HLT, 2015)

Accurate Evaluation of Segment-level Machine Translation Metrics. - Yvette Graham; Timothy Baldwin; Nitika Mathur (HLT-NAACL, 2015)

Exploiting Text and Network Context for Geolocation of Social Media Users. - Afshin Rahimi 001; Duy Vu; Trevor Cohn; Timothy Baldwin (HLT-NAACL, 2015)

A Word Embedding Approach to Predicting the Compositionality of Multiword Expressions. - Bahar Salehi; Paul Cook; Timothy Baldwin (HLT-NAACL, 2015)

RoseMerry: A Baseline Message-level Sentiment Classification System. - Huizhi Liang; Richard Fothergill; Timothy Baldwin (SemEval@NAACL-HLT, 2015)

Collective Document Classification with Implicit Inter-document Semantic Relationships. - Clint Burford; Steven Bird; Timothy Baldwin (*SEM@NAACL-HLT, 2015)

Big Data Small Data, In Domain Out-of Domain, Known Word Unknown Word: The Impact of Word Representation on Sequence Labelling Tasks. - Lizhen Qu; Gabriela Ferraro; Liyuan Zhou; Weiwei Hou; Nathan Schneider 001; Timothy Baldwin (CoRR, 2015)

gDelta: a missing link in the grammar engineering toolchain. - Ned Letcher; Rebecca Dridan; Timothy Baldwin (Lang. Resour. Evaluation, 2015)

LexSemTm: A Semantic Dataset Based on All-words Unsupervised Sense Distribution Learning. - Andrew Bennett; Timothy Baldwin; Jey Han Lau; Diana McCarthy; Francis Bond (ACL (1), 2016)

Bootstrapped Text-level Named Entity Recognition for Literature. - Julian Brooke; Adam Hammond; Timothy Baldwin (ACL (2), 2016)

pigeo: A Python Geotagging Tool. - Afshin Rahimi 001; Trevor Cohn; Timothy Baldwin (ACL (System Demonstrations), 2016)

Take and Took, Gaggle and Goose, Book and Read: Evaluating the Utility of Vector Differences for Lexical Relation Learning. - Ekaterina Vylomova; Laura Rimell; Trevor Cohn; Timothy Baldwin (ACL (1), 2016)

Twitter Geolocation Prediction Shared Task of the 2016 Workshop on Noisy User-generated Text. - Bo Han 002; Afshin Rahimi 001; Leon Derczynski; Timothy Baldwin (NUT@COLING, 2016)

Automatic Labelling of Topics with Neural Embeddings. - Shraey Bhatia; Jey Han Lau; Timothy Baldwin (COLING, 2016)

Is all that Glitters in Machine Translation Quality Estimation really Gold? - Yvette Graham; Timothy Baldwin; Meghan Dowling; Maria Eskevich; Teresa Lynn; Lamia Tounsi (COLING, 2016)

Determining the Multiword Expression Inventory of a Surprise Language. - Bahar Salehi; Paul Cook; Timothy Baldwin (COLING, 2016)

Learning Robust Representations of Text. - Yitong Li 002; Trevor Cohn; Timothy Baldwin (EMNLP, 2016)

Named Entity Recognition for Novel Types by Transfer Learning. - Lizhen Qu; Gabriela Ferraro; Liyuan Zhou; Weiwei Hou; Timothy Baldwin (EMNLP, 2016)

Evaluating a Topic Modelling Approach to Measuring Corpus Similarity. - Richard Fothergill; Paul Cook; Timothy Baldwin (LREC, 2016)

The Sensitivity of Topic Coherence Evaluation to Topic Cardinality. - Jey Han Lau; Timothy Baldwin (HLT-NAACL, 2016)

An Empirical Evaluation of doc2vec with Practical Insights into Document Embedding Generation. - Jey Han Lau; Timothy Baldwin (Rep4NLP@ACL, 2016)

UniMelb at SemEval-2016 Task 3: Identifying Similar Questions by combining a CNN with String Similarity Measures. - Timothy Baldwin; Huizhi Liang; Bahar Salehi; Doris Hoogeveen; Yitong Li 002; Long Duong (SemEval@NAACL-HLT, 2016)

Melbourne at SemEval 2016 Task 11: Classifying Type-level Word Complexity using Random Forests with Corpus and Word List Features. - Julian Brooke; Alexandra L. Uitdenbogerd; Timothy Baldwin (SemEval@NAACL-HLT, 2016)

VectorWeavers at SemEval-2016 Task 10: From Incremental Meaning to Semantic Unit (phrase by phrase). - Andreas Scherbakov; Ekaterina Vylomova; Fei Liu 023; Timothy Baldwin (SemEval@NAACL-HLT, 2016)

UNIMELB at SemEval-2016 Tasks 4A and 4B: An Ensemble of Neural Networks and a Word2Vec Based Model for Sentiment Classification. - Steven Xu; Huizhi Liang; Timothy Baldwin (SemEval@NAACL-HLT, 2016)

Quit While Ahead: Evaluating Truncated Rankings. - Fei Liu 023; Alistair Moffat; Timothy Baldwin; Xiuzhen Zhang 001 (SIGIR, 2016)

#ISISisNotIslam or #DeportAllMuslims?: predicting unspoken views. - Walid Magdy; Kareem Darwish; Norah Abokhodair; Afshin Rahimi 001; Timothy Baldwin (WebSci, 2016)

From Incremental Meaning to Semantic Unit (phrase by phrase). - Andreas Scherbakov; Ekaterina Vylomova; Fei Liu 023; Timothy Baldwin (CoRR, 2016)

Automatic Negation and Speculation Detection in Veterinary Clinical Text. - Katherine Cheng; Timothy Baldwin; Karin Verspoor (ALTA, 2017)

Improving End-to-End Memory Networks with Unified Weight Tying. - Fei Liu 023; Trevor Cohn; Timothy Baldwin (ALTA, 2017)

A Hybrid Model for Quality Assessment of Wikipedia Articles. - Aili Shen; Jianzhong Qi 001; Timothy Baldwin (ALTA, 2017)

Joint Sentence-Document Model for Manifesto Text Analysis. - Shivashankar Subramanian; Trevor Cohn; Timothy Baldwin; Julian Brooke (ALTA, 2017)

Decoupling Encoder and Decoder Networks for Abstractive Document Summarization. - Ying Xu; Jey Han Lau; Timothy Baldwin; Trevor Cohn (MultiLing@EACL, 2017)

Topically Driven Neural Language Model. - Jey Han Lau; Timothy Baldwin; Trevor Cohn (ACL (1), 2017)

A Neural Model for User Geolocation and Lexical Dialectology. - Afshin Rahimi 001; Trevor Cohn; Timothy Baldwin (ACL (2), 2017)

An Automatic Approach for Document-level Topic Model Evaluation. - Shraey Bhatia; Jey Han Lau; Timothy Baldwin (CoNLL, 2017)

Robust Training under Linguistic Adversity. - Yitong Li 002; Trevor Cohn; Timothy Baldwin (EACL (2), 2017)

Context-Aware Prediction of Derivational Word-forms. - Ekaterina Vylomova; Ryan Cotterell; Timothy Baldwin; Trevor Cohn (EACL (2), 2017)

Multimodal Topic Labelling. - Ionut Sorodoc; Jey Han Lau; Nikolaos Aletras; Timothy Baldwin (EACL (2), 2017)

Improving Evaluation of Document-level Machine Translation Quality Estimation. - Yvette Graham; Qingsong Ma; Timothy Baldwin; Qun Liu 001; Carla Parra Escartín; Carolina Scarton (EACL (2), 2017)

Further Investigation into Reference Bias in Monolingual Evaluation of Machine Translation. - Qingsong Ma; Yvette Graham; Timothy Baldwin; Qun Liu 001 (EMNLP, 2017)

Sequence Effects in Crowdsourced Annotations. - Nitika Mathur; Timothy Baldwin; Trevor Cohn (EMNLP, 2017)

Sub-character Neural Language Modelling in Japanese. - Viet Nguyen; Julian Brooke; Timothy Baldwin (SWCN@EMNLP, 2017)

Continuous Representation of Location for Geolocation and Lexical Dialectology using Mixture Density Networks. - Afshin Rahimi 001; Timothy Baldwin; Trevor Cohn (EMNLP, 2017)

Capturing Long-range Contextual Dependencies with Memory-enhanced Conditional Random Fields. - Fei Liu 023; Timothy Baldwin; Trevor Cohn (IJCNLP(1), 2017)

Semi-Automated Resolution of Inconsistency for a Harmonized Multiword Expression and Dependency Parse Annotation. - King Chan; Julian Brooke; Timothy Baldwin (MWE@EACL, 2017)

SemEval-2017 Task 3: Community Question Answering. - Preslav Nakov; Doris Hoogeveen; Lluís Màrquez; Alessandro Moschitti; Hamdy Mubarak; Timothy Baldwin; Karin Verspoor (SemEval@ACL, 2017)

Understanding User Behavior in Job and Talent Search: An Initial Investigation. - Damiano Spina; Maria Maistro; Yongli Ren; Sargol Sadeghi; Wilson Wong; Timothy Baldwin; Lawrence Cavedon; Alistair Moffat; Mark Sanderson; Falk Scholer; Justin Zobel (eCOM@SIGIR, 2017)

Pairwise Webpage Coreference Classification Using Distant Supervision. - Shivashankar Subramanian; Timothy Baldwin; Julian Brooke; Trevor Cohn (WWW (Companion Volume), 2017)

Evaluating topic representations for exploring document collections. - Nikolaos Aletras; Timothy Baldwin; Jey Han Lau; Mark Stevenson 001 (J. Assoc. Inf. Sci. Technol., 2017)

Can machine translation systems be evaluated by the crowd alone. - Yvette Graham; Timothy Baldwin; Alistair Moffat; Justin Zobel (Nat. Lang. Eng., 2017)

Unsupervised Acquisition of Comprehensive Multiword Lexicons using Competition in an n-gram Lattice. - Julian Brooke; Jan Snajder; Timothy Baldwin (Trans. Assoc. Comput. Linguistics, 2017)

Towards Efficient Machine Translation Evaluation by Modelling Annotators. - Nitika Mathur; Timothy Baldwin; Trevor Cohn (ALTA, 2018)

A Comparative Study of Embedding Models in Predicting the Compositionality of Multiword Expressions. - Navnita Nandakumar; Bahar Salehi; Timothy Baldwin (ALTA, 2018)

Deep-speare: A joint neural model of poetic language, meter and rhyme. - Jey Han Lau; Trevor Cohn; Timothy Baldwin; Julian Brooke; Adam Hammond (ACL (1), 2018)

Semi-supervised User Geolocation via Graph Convolutional Networks. - Afshin Rahimi 001; Trevor Cohn; Timothy Baldwin (ACL (1), 2018)

Towards Robust and Privacy-preserving Text Representations. - Yitong Li 002; Timothy Baldwin; Trevor Cohn (ACL (2), 2018)

Narrative Modeling with Memory Chains and Semantic Supervision. - Fei Liu 023; Trevor Cohn; Timothy Baldwin (ACL (2), 2018)

Content-based Popularity Prediction of Online Petitions Using a Deep Regression Model. - Shivashankar Subramanian; Timothy Baldwin; Trevor Cohn (ACL (2), 2018)

Twitter Geolocation using Knowledge-Based Methods. - Taro Miyazaki; Afshin Rahimi 001; Trevor Cohn; Timothy Baldwin (NUT@EMNLP, 2018)

Preferred Answer Selection in Stack Overflow: Better Text Representations ... and Metadata, Metadata, Metadata. - Steven Xu; Andrew Bennett; Doris Hoogeveen; Jey Han Lau; Timothy Baldwin (NUT@EMNLP, 2018)

Encoding Sentiment Information into Word Vectors for Sentiment Analysis. - Zhe Ye; Fang Li; Timothy Baldwin (COLING, 2018)

Topic Intrusion for Automatic Topic Model Evaluation. - Shraey Bhatia; Jey Han Lau; Timothy Baldwin (EMNLP, 2018)

Multitask Learning for Query Segmentation in Job Search. - Bahar Salehi; Fei Liu 023; Timothy Baldwin; Wilson Wong (ICTIR, 2018)

Detecting Misflagged Duplicate Questions in Community Question-Answering Archives. - Doris Hoogeveen; Andrew Bennett; Yitong Li 002; Karin M. Verspoor; Timothy Baldwin (ICWSM, 2018)

A Preliminary Comparison of Job, Talent, and Web Search. - Damiano Spina; Maria Maistro; Yongli Ren; Sargol Sadeghi; Wilson Wong; Timothy Baldwin; Lawrence Cavedon; Alistair Moffat; Mark Sanderson; Falk Scholer; Justin Zobel (IIR, 2018)

What's in a Domain? Learning Domain-Robust Text Representations using Adversarial Training. - Yitong Li 002; Timothy Baldwin; Trevor Cohn (NAACL-HLT (2), 2018)

Recurrent Entity Networks with Delayed Memory Update for Targeted Aspect-Based Sentiment Analysis. - Fei Liu 023; Trevor Cohn; Timothy Baldwin (NAACL-HLT (2), 2018)

Hierarchical Structured Model for Fine-to-Coarse Manifesto Text Analysis. - Shivashankar Subramanian; Trevor Cohn; Timothy Baldwin (NAACL-HLT, 2018)

UniMelb at SemEval-2018 Task 12: Generative Implication using LSTMs, Siamese Networks and Semantic Representations with Synonym Fuzzing. - Anirudh Joshi; Tim Baldwin; Richard O. Sinnott; Cécile Paris (SemEval@NAACL-HLT, 2018)

A Living Lab Study of Query Amendment in Job Search. - Bahar Salehi; Damiano Spina; Alistair Moffat; Sargol Sadeghi; Falk Scholer; Timothy Baldwin; Lawrence Cavedon; Mark Sanderson; Wilson Wong; Justin Zobel (SIGIR, 2018)

Language and the Shifting Sands of Domain, Space and Time (Invited Talk). - Timothy Baldwin (VarDial@COLING 2018, 2018)

The Company They Keep: Extracting Japanese Neologisms Using Language Patterns. - James Breen; Timothy Baldwin; Francis Bond (GWC, 2018)

Web Forum Retrieval and Text Analytics: A Survey. - Doris Hoogeveen; Li Wang; Timothy Baldwin; Karin M. Verspoor (Found. Trends Inf. Retr., 2018)

Predicting Online Islamophobic Behavior after #ParisAttacks. - Kareem Darwish; Walid Magdy; Afshin Rahimi 001; Timothy Baldwin; Norah Abokhodair (J. Web Sci., 2018)

Does an LSTM forget more than a CNN? An empirical study of catastrophic forgetting in NLP. - Gaurav Arora; Afshin Rahimi 001; Timothy Baldwin (ALTA, 2019)

Modelling Tibetan Verbal Morphology. - Qianji Di; Ekaterina Vylomova; Tim Baldwin (ALTA, 2019)

Improved Document Modelling with a Neural Discourse Parser. - Fajri Koto; Jey Han Lau; Timothy Baldwin (ALTA, 2019)

Feature-guided Neural Model Training for Supervised Document Representation Learning. - Aili Shen; Bahar Salehi; Jianzhong Qi 001; Timothy Baldwin (ALTA, 2019)

Detecting Chemical Reactions in Patents. - Hiyori Yoshikawa; Dat Quoc Nguyen; Zenan Zhai; Christian Druckenbrodt; Camilo Thorne; Saber A. Akhondi; Timothy Baldwin; Karin Verspoor (ALTA, 2019)

Reevaluating Argument Component Extraction in Low Resource Settings. - Anirudh Joshi; Timothy Baldwin; Richard O. Sinnott; Cécile Paris (DeepLo@EMNLP-IJCNLP, 2019)

Semi-supervised Stochastic Multi-Domain Learning using Variational Inference. - Yitong Li 002; Timothy Baldwin; Trevor Cohn (ACL (1), 2019)

Putting Evaluation in Context: Contextual Embeddings Improve Machine Translation Evaluation. - Nitika Mathur; Timothy Baldwin; Trevor Cohn (ACL (1), 2019)

Modelling Uncertainty in Collaborative Document Quality Assessment. - Aili Shen; Daniel Beck; Bahar Salehi; Jianzhong Qi 001; Timothy Baldwin (W-NUT@EMNLP, 2019)

Differences in language use: Insights from job and talent search. - Bahar Salehi; Borhan Kazimipour; Timothy Baldwin (ADCS, 2019)

Place Questions and Human-Generated Answers: A Data Analysis Approach. - Ehsan Hamzei; Haonan Li 002; Maria Vasardani; Timothy Baldwin; Stephan Winter 001; Martin Tomko (AGILE Conference, 2019)

Deep Ordinal Regression for Pledge Specificity Prediction. - Shivashankar Subramanian; Trevor Cohn; Timothy Baldwin (EMNLP/IJCNLP (1), 2019)

A Joint Model for Multimodal Document Quality Assessment. - Aili Shen; Bahar Salehi; Timothy Baldwin; Jianzhong Qi 001 (JCDL, 2019)

Contextualization of Morphological Inflection. - Ekaterina Vylomova; Ryan Cotterell; Trevor Cohn; Timothy Baldwin; Jason Eisner (NAACL-HLT (1), 2019)

UniMelb at SemEval-2019 Task 12: Multi-model combination for toponym resolution. - Haonan Li 002; Minghan Wang; Timothy Baldwin; Martin Tomko; Maria Vasardani (SemEval@NAACL-HLT, 2019)

Target Based Speech Act Classification in Political Campaign Text. - Shivashankar Subramanian; Trevor Cohn; Timothy Baldwin (*SEM@NAACL-HLT, 2019)

Evaluating the Utility of Document Embedding Vector Difference for Relation Learning. - Jingyuan Zhang; Timothy Baldwin (CoRR, 2019)

Automatic Language Identification in Texts: A Survey. - Tommi Jauhiainen; Marco Lui; Marcos Zampieri; Timothy Baldwin; Krister Lindén (J. Artif. Intell. Res., 2019)

Online Tutoring to Support Programming Exercises. - Bryn Jeffries; Timothy Baldwin; Marion Zalk; Ben Taylor (ACE, 2020)

Popularity Prediction of Online Petitions using a Multimodal DeepRegression Model. - Kotaro Kitayama; Shivashankar Subramanian; Timothy Baldwin (ALTA, 2020)

Information Extraction from Legal Documents: A Study in the Context of Common Law Court Judgements. - Meladel Mistica; Geordie Z. Zhang; Hui Chia; Kabir Manandhar Shrestha; Rohit Kumar Gupta; Saket Khandelwal; Jeannie Paterson; Timothy Baldwin; Daniel Beck (ALTA, 2020)

Learning from Unlabelled Data for Clinical Semantic Textual Similarity. - Yuxia Wang; Karin Verspoor; Timothy Baldwin (ClinicalNLP@EMNLP, 2020)

Give Me Convenience and Give Her Death: Who Should Decide What Uses of NLP are Appropriate, and on What Basis? - Kobi Leins; Jey Han Lau; Timothy Baldwin (ACL, 2020)

Tangled up in BLEU: Reevaluating the Evaluation of Automatic Machine Translation Evaluation Metrics. - Nitika Mathur; Timothy Baldwin; Trevor Cohn (ACL, 2020)

Domain Adaptation and Instance Selection for Disease Syndrome Classification over Veterinary Clinical Notes. - Brian Hur; Timothy Baldwin; Karin Verspoor; Laura Hardefeldt; James Gilkerson (BioNLP, 2020)

Evaluating the Utility of Model Configurations and Data Augmentation on Clinical Semantic Textual Similarity. - Yuxia Wang; Fei Liu 023; Karin Verspoor; Timothy Baldwin (BioNLP, 2020)

Overview of ChEMU 2020: Named Entity Recognition and Event Extraction of Chemical Reactions from Patents. - Jiayuan He 002; Dat Quoc Nguyen; Saber A. Akhondi; Christian Druckenbrodt; Camilo Thorne; Ralph Hoessel; Zubair Afzal; Zenan Zhai; Biaoyan Fang; Hiyori Yoshikawa; Ameer Albahem; Lawrence Cavedon; et al. (CLEF, 2020)

An Extended Overview of the CLEF 2020 ChEMU Lab: Information Extraction of Chemical Reactions from Patents. - Jiayuan He 002; Dat Quoc Nguyen; Saber A. Akhondi; Christian Druckenbrodt; Camilo Thorne; Ralph Hoessel; Zubair Afzal; Zenan Zhai; Biaoyan Fang; Hiyori Yoshikawa; Ameer Albahem; Jingqi Wang; et al. (CLEF (Working Notes), 2020)

IndoLEM and IndoBERT: A Benchmark Dataset and Pre-trained Language Model for Indonesian NLP. - Fajri Koto; Afshin Rahimi 001; Jey Han Lau; Timothy Baldwin (COLING, 2020)

Target Word Masking for Location Metonymy Resolution. - Haonan Li 002; Maria Vasardani; Martin Tomko; Timothy Baldwin (COLING, 2020)

WikiUMLS: Aligning UMLS to Wikipedia via Cross-lingual Neural Ranking. - Afshin Rahimi 001; Timothy Baldwin; Karin Verspoor (COLING, 2020)

ChEMU: Named Entity Recognition and Event Extraction of Chemical Reactions from Patents. - Dat Quoc Nguyen; Zenan Zhai; Hiyori Yoshikawa; Biaoyan Fang; Christian Druckenbrodt; Camilo Thorne; Ralph Hoessel; Saber A. Akhondi; Trevor Cohn; Timothy Baldwin; Karin Verspoor (ECIR (2), 2020)

Improved Topic Representations of Medical Documents to Assist COVID-19 Literature Exploration. - Yulia Otmakhova 001; Karin Verspoor; Timothy Baldwin; Simon Suster (NLP4COVID@EMNLP, 2020)

Liputan6: A Large-scale Indonesian Dataset for Text Summarization. - Fajri Koto; Jey Han Lau; Timothy Baldwin (AACL/IJCNLP, 2020)

UOM-FJ at the NTCIR-15 SHINRA2020-ML Task. - Hiyori Yoshikawa; Chunpeng Ma; Aili Shen; Qian Sun; Chenbang Huang; Guillaume Pelat; Akiva Miura; Daniel Beck; Timothy Baldwin; Tomoya Iwakura (NTCIR, 2020)

You are right. I am ALARMED - But by Climate Change Counter Movement. - Shraey Bhatia; Jey Han Lau; Timothy Baldwin (CoRR, 2020)

COVID-SEE: Scientific Evidence Explorer for COVID-19 Related Research. - Karin Verspoor; Simon Suster; Yulia Otmakhova 001; Shevon Mendis; Zenan Zhai; Biaoyan Fang; Jey Han Lau; Timothy Baldwin; Antonio Jimeno-Yepes; David Martínez 001 (CoRR, 2020)

Learning Contextualised Cross-lingual Word Embeddings for Extremely Low-Resource Languages Using Parallel Corpora. - Takashi Wada 001; Tomoharu Iwata; Yuji Matsumoto 001; Timothy Baldwin; Jey Han Lau (CoRR, 2020)

A General Approach to Multimodal Document Quality Assessment. - Aili Shen; Bahar Salehi; Jianzhong Qi 001; Timothy Baldwin (J. Artif. Intell. Res., 2020)

Evaluating Hierarchical Document Categorisation. - Qian Sun; Aili Shen; Hiyori Yoshikawa; Chunpeng Ma; Daniel Beck; Tomoya Iwakura; Timothy Baldwin (ALTA, 2021)

Semi-automatic Triage of Requests for Free Legal Assistance. - Meladel Mistica; Jey Han Lau; Brayden Merrifield; Kate Fazio; Timothy Baldwin (NLLP@EMNLP, 2021)

Automatic Resolution of Domain Name Disputes. - Wayan Oger Vihikan; Meladel Mistica; Inbar Levy; Andrew Christie; Timothy Baldwin (NLLP@EMNLP, 2021)

Decoupling Adversarial Training for Fair NLP. - Xudong Han; Timothy Baldwin; Trevor Cohn (ACL/IJCNLP (Findings), 2021)

Evaluating the Efficacy of Summarization Evaluation across Languages. - Fajri Koto; Jey Han Lau; Timothy Baldwin (ACL/IJCNLP (Findings), 2021)

Extended Overview of ChEMU 2021: Reaction Reference Resolution and Anaphora Resolution in Chemical Patents. - Yuan Li 012; Biaoyan Fang; Jiayuan He 002; Hiyori Yoshikawa; Saber A. Akhondi; Christian Druckenbrodt; Camilo Thorne; Zubair Afzal; Zenan Zhai; Timothy Baldwin; Karin Verspoor (CLEF (Working Notes), 2021)

Overview of ChEMU 2021: Reaction Reference Resolution and Anaphora Resolution in Chemical Patents. - Yuan Li 012; Biaoyan Fang; Jiayuan He 002; Hiyori Yoshikawa; Saber A. Akhondi; Christian Druckenbrodt; Camilo Thorne; Zubair Afzal; Zenan Zhai; Timothy Baldwin; Karin Verspoor (CLEF, 2021)

ChEMU-Ref: A Corpus for Modeling Anaphora Resolution in the Chemical Domain. - Biaoyan Fang; Christian Druckenbrodt; Saber A. Akhondi; Jiayuan He 002; Timothy Baldwin; Karin Verspoor (EACL, 2021)

Diverse Adversaries for Mitigating Bias in Training. - Xudong Han; Timothy Baldwin; Trevor Cohn (EACL, 2021)

Top-down Discourse Parsing via Sequence Labelling. - Fajri Koto; Jey Han Lau; Timothy Baldwin (EACL, 2021)

On the (In)Effectiveness of Images for Text Classification. - Chunpeng Ma; Aili Shen; Hiyori Yoshikawa; Tomoya Iwakura; Daniel Beck; Timothy Baldwin (EACL, 2021)

ChEMU 2021: Reaction Reference Resolution and Anaphora Resolution in Chemical Patents. - Jiayuan He 002; Biaoyan Fang; Hiyori Yoshikawa; Yuan Li 012; Saber A. Akhondi; Christian Druckenbrodt; Camilo Thorne; Zubair Afzal; Zenan Zhai; Lawrence Cavedon; Trevor Cohn; Timothy Baldwin; et al. (ECIR (2), 2021)

Brief Description of COVID-SEE: The Scientific Evidence Explorer for COVID-19 Related Research. - Karin Verspoor; Simon Suster; Yulia Otmakhova 001; Shevon Mendis; Zenan Zhai; Biaoyan Fang; Jey Han Lau; Timothy Baldwin; Antonio Jimeno-Yepes; David Martínez 001 (ECIR (2), 2021)

KFCNet: Knowledge Filtering and Contrastive Learning for Generative Commonsense Reasoning. - Haonan Li 002; Yeyun Gong; Jian Jiao 007; Ruofei Zhang; Timothy Baldwin; Nan Duan (EMNLP (Findings), 2021)

IndoBERTweet: A Pretrained Language Model for Indonesian Twitter with Effective Domain-Specific Vocabulary Initialization. - Fajri Koto; Jey Han Lau; Timothy Baldwin (EMNLP (1), 2021)

'Just What do You Think You're Doing, Dave?' A Checklist for Responsible Data Use in NLP. - Anna Rogers; Timothy Baldwin; Kobi Leins (EMNLP (Findings), 2021)

Fairness-aware Class Imbalanced Learning. - Shivashankar Subramanian; Afshin Rahimi 001; Timothy Baldwin; Trevor Cohn; Lea Frermann (EMNLP (1), 2021)

Evaluating Debiasing Techniques for Intersectional Biases. - Shivashankar Subramanian; Xudong Han; Timothy Baldwin; Trevor Cohn; Lea Frermann (EMNLP (1), 2021)

Impact of detecting clinical trial elements in exploration of COVID-19 literature. - Simon Suster; Karin Verspoor; Timothy Baldwin; Jey Han Lau; Antonio Jimeno-Yepes; David Martinez Iraola; Yulia Otmakhova 001 (ICHI, 2021)

Automatic Classification of Neutralization Techniques in the Narrative of Climate Change Scepticism. - Shraey Bhatia; Jey Han Lau; Timothy Baldwin (NAACL-HLT, 2021)

Discourse Probing of Pretrained Language Models. - Fajri Koto; Jey Han Lau; Timothy Baldwin (NAACL-HLT, 2021)

A Simple yet Effective Method for Sentence Ordering. - Aili Shen; Timothy Baldwin (SIGDIAL, 2021)

ITTC @ TREC 2021 Clinical Trials Track. - Hung-Thinh Truong; Yulia Otmakhova 001; Timothy Baldwin; Jey Han Lau; Trevor Cohn; Karin Verspoor; Rahmad Mahendra; Lawrence Cavedon; Damiano Spina (TREC, 2021)

Spatial concepts in the conversation with a computer. - Stephan Winter 001; Timothy Baldwin; Martin Tomko; Jochen Renz; Werner Kuhn; Maria Vasardani (Commun. ACM, 2021)

Impact of detecting clinical trial elements in exploration of COVID-19 literature. - Simon Suster; Karin Verspoor; Timothy Baldwin; Jey Han Lau; Antonio Jimeno-Yepes; David Martínez 001; Yulia Otmakhova 001 (CoRR, 2021)

Automatic Claim Review for Climate Science via Explanation Generation. - Shraey Bhatia; Jey Han Lau; Timothy Baldwin (CoRR, 2021)

KFCNet: Knowledge Filtering and Contrastive Learning Network for Generative Commonsense Reasoning. - Haonan Li 002; Yeyun Gong; Jian Jiao 007; Ruofei Zhang; Timothy Baldwin; Nan Duan (CoRR, 2021)

Balancing out Bias: Achieving Fairness Through Training Reweighting. - Xudong Han; Timothy Baldwin; Trevor Cohn (CoRR, 2021)

Contrastive Learning for Fair Representations. - Aili Shen; Xudong Han; Trevor Cohn; Timothy Baldwin; Lea Frermann (CoRR, 2021)

Universals of Linguistic Idiosyncrasy in Multilingual Computational Linguistics (Dagstuhl Seminar 21351). - Timothy Baldwin; William Croft 001; Joakim Nivre; Agata Savary (Dagstuhl Reports, 2021)

ChEMU 2020: Natural Language Processing Methods Are Effective for Information Extraction From Chemical Patents. - Jiayuan He 002; Dat Quoc Nguyen; Saber A. Akhondi; Christian Druckenbrodt; Camilo Thorne; Ralph Hoessel; Zubair Afzal; Zenan Zhai; Biaoyan Fang; Hiyori Yoshikawa; Ameer Albahem; Lawrence Cavedon; et al. (Frontiers Res. Metrics Anal., 2021)

Evaluating Document Coherence Modelling. - Aili Shen; Meladel Mistica; Bahar Salehi; Hang Li; Timothy Baldwin; Jianzhong Qi 001 (Trans. Assoc. Comput. Linguistics, 2021)

Online Examinations in a Large Australian CS1 Course. - Bryn Jeffries; Timothy Baldwin; Marion Zalk (ACE, 2022)

Evaluating the Examiner: The Perils of Pearson Correlation for Validating Text Similarity Metrics. - Gisela Vallejo; Timothy Baldwin; Lea Frermann (ALTA, 2022)

Automatic Explanation Generation For Climate Science Claims. - Rui Xing; Shraey Bhatia; Timothy Baldwin; Jey Han Lau (ALTA, 2022)

The patient is more dead than alive: exploring the current state of the multi-document summarisation of the biomedical literature. - Yulia Otmakhova 001; Karin Verspoor; Timothy Baldwin; Jey Han Lau (ACL (1), 2022)

One Country, 700+ Languages: NLP Challenges for Underrepresented Languages and Dialects in Indonesia. - Alham Fikri Aji; Genta Indra Winata; Fajri Koto; Samuel Cahyawijaya; Ade Romadhony; Rahmad Mahendra; Kemal Kurniawan; David Moeljadi; Radityo Eko Prasojo; Timothy Baldwin; Jey Han Lau; Sebastian Ruder (ACL (1), 2022)

What does it take to bake a cake? The RecipeRef corpus and anaphora resolution in procedural text. - Biaoyan Fang; Timothy Baldwin; Karin Verspoor (ACL (Findings), 2022)

Extended Overview of ChEMU 2022 Evaluation Campaign: Information Extraction in Chemical Patents. - Yuan Li 012; Biaoyan Fang; Jiayuan He 002; Hiyori Yoshikawa; Saber A. Akhondi; Christian Druckenbrodt; Camilo Thorne; Zubair Afzal; Zenan Zhai; Kojiro Machi; Masaharu Yoshioka; Youngrok Jang; et al. (CLEF (Working Notes), 2022)

Overview of ChEMU 2022 Evaluation Campaign: Information Extraction in Chemical Patents. - Yuan Li 012; Biaoyan Fang; Jiayuan He 002; Hiyori Yoshikawa; Saber A. Akhondi; Christian Druckenbrodt; Camilo Thorne; Zubair Afzal; Zenan Zhai; Timothy Baldwin; Karin Verspoor (CLEF, 2022)

Unsupervised Lexical Substitution with Decontextualised Embeddings. - Takashi Wada 001; Timothy Baldwin; Yuji Matsumoto 001; Jey Han Lau (COLING, 2022)

LED down the rabbit hole: exploring the potential of global attention for biomedical multi-document summarisation. - Yulia Otmakhova 001; Thinh Hung Truong; Timothy Baldwin; Trevor Cohn; Karin Verspoor; Jey Han Lau (SDP@COLING, 2022)

LipKey: A Large-Scale News Dataset for Absent Keyphrases Generation and Abstractive Summarization. - Fajri Koto; Timothy Baldwin; Jey Han Lau (COLING, 2022)

Noisy Label Regularisation for Textual Regression. - Yuxia Wang; Timothy Baldwin; Karin Verspoor (COLING, 2022)

The ChEMU 2022 Evaluation Campaign: Information Extraction in Chemical Patents. - Yuan Li 012; Biaoyan Fang; Jiayuan He 002; Hiyori Yoshikawa; Saber A. Akhondi; Christian Druckenbrodt; Camilo Thorne; Zenan Zhai; Zubair Afzal; Trevor Cohn; Timothy Baldwin; Karin Verspoor (ECIR (2), 2022)

M3: Multi-level dataset for Multi-document summarisation of Medical studies. - Yulia Otmakhova 001; Karin Verspoor; Timothy Baldwin; Antonio Jimeno-Yepes; Jey Han Lau (EMNLP (Findings), 2022)

Balancing out Bias: Achieving Fairness Through Balanced Training. - Xudong Han; Timothy Baldwin; Trevor Cohn (EMNLP, 2022)

FairLib: A Unified Framework for Assessing and Improving Fairness. - Xudong Han; Aili Shen; Yitong Li 002; Lea Frermann; Timothy Baldwin; Trevor Cohn (EMNLP (Demos), 2022)

Systematic Evaluation of Predictive Fairness. - Xudong Han; Aili Shen; Trevor Cohn; Timothy Baldwin; Lea Frermann (AACL/IJCNLP (1), 2022)

Does Representational Fairness Imply Empirical Fairness? - Aili Shen; Xudong Han; Trevor Cohn; Timothy Baldwin; Lea Frermann (AACL/IJCNLP (Findings), 2022)

Not another Negation Benchmark: The NaN-NLI Test Suite for Sub-clausal Negation. - Thinh Hung Truong; Yulia Otmakhova 001; Timothy Baldwin; Trevor Cohn; Jey Han Lau; Karin Verspoor (AACL/IJCNLP (1), 2022)

CULG: Commercial Universal Language Generation. - Haonan Li 002; Yameng Huang; Yeyun Gong; Jian Jiao 007; Ruofei Zhang; Timothy Baldwin; Nan Duan (NAACL-HLT (Industry Papers), 2022)

MultiSpanQA: A Dataset for Multi-Span Question Answering. - Haonan Li 002; Martin Tomko; Maria Vasardani; Timothy Baldwin (NAACL-HLT, 2022)

Optimising Equal Opportunity Fairness in Model Training. - Aili Shen; Xudong Han; Trevor Cohn; Timothy Baldwin; Lea Frermann (NAACL-HLT, 2022)

Improving negation detection with negation-focused pre-training. - Thinh Hung Truong; Timothy Baldwin; Trevor Cohn; Karin Verspoor (NAACL-HLT, 2022)

Towards Equal Opportunity Fairness through Adversarial Learning. - Xudong Han; Timothy Baldwin; Trevor Cohn (CoRR, 2022)

fairlib: A Unified Framework for Assessing and Improving Classification Fairness. - Xudong Han; Aili Shen; Yitong Li 002; Lea Frermann; Timothy Baldwin; Trevor Cohn (CoRR, 2022)

NusaX: Multilingual Parallel Sentiment Dataset for 10 Indonesian Local Languages. - Genta Indra Winata; Alham Fikri Aji; Samuel Cahyawijaya; Rahmad Mahendra; Fajri Koto; Ade Romadhony; Kemal Kurniawan; David Moeljadi; Radityo Eko Prasojo; Pascale Fung; Timothy Baldwin; Jey Han Lau; et al. (CoRR, 2022)

NusaCrowd: Open Source Initiative for Indonesian NLP Resources. - Samuel Cahyawijaya; Holy Lovenia; Alham Fikri Aji; Genta Indra Winata; Bryan Wilie; Rahmad Mahendra; Christian Wibisono; Ade Romadhony; Karissa Vincentio; Fajri Koto; Jennifer Santoso; David Moeljadi; et al. (CoRR, 2022)

FFCI: A Framework for Interpretable Automatic Evaluation of Summarization. - Fajri Koto; Timothy Baldwin; Jey Han Lau (J. Artif. Intell. Res., 2022)

Uncertainty Estimation and Reduction of Pre-trained Models for Text Regression. - Yuxia Wang; Daniel Beck; Karin Verspoor; Timothy Baldwin (Trans. Assoc. Comput. Linguistics, 2022)

Unsupervised Paraphrasing of Multiword Expressions. - Takashi Wada 001; Yuji Matsumoto 001; Timothy Baldwin; Jey Han Lau (ACL (Findings), 2023)

NusaCrowd: Open Source Initiative for Indonesian NLP Resources. - Samuel Cahyawijaya; Holy Lovenia; Alham Fikri Aji; Genta Indra Winata; Bryan Wilie; Fajri Koto; Rahmad Mahendra; Christian Wibisono; Ade Romadhony; Karissa Vincentio; Jennifer Santoso; David Moeljadi; et al. (ACL (Findings), 2023)

Cost-effective Distillation of Large Language Models. - Sayantan Dasgupta; Trevor Cohn; Timothy Baldwin (ACL (Findings), 2023)

Promoting Fairness in Classification of Quality of Medical Evidence. - Simon Suster; Timothy Baldwin; Karin Verspoor (BioNLP@ACL, 2023)

Fair Enough: Standardizing Evaluation and Model Selection for Fairness Research in NLP. - Xudong Han; Timothy Baldwin; Trevor Cohn (EACL, 2023)

Unsupervised Lexical Simplification with Context Augmentation. - Takashi Wada 001; Timothy Baldwin; Jey Han Lau (EMNLP (Findings), 2023)

LM-Polygraph: Uncertainty Estimation for Language Models. - Ekaterina Fadeeva; Roman Vashurin; Akim Tsvigun; Artem Vazhentsev; Sergey Petrakov; Kirill Fedyanin; Daniil Vasilev; Elizaveta Goncharova; Alexander Panchenko; Maxim Panov; Timothy Baldwin; Artem Shelmanov (EMNLP (Demos), 2023)

More than Votes? Voting and Language based Partisanship in the US Supreme Court. - Biaoyan Fang; Trevor Cohn; Timothy Baldwin; Lea Frermann (EMNLP (Findings), 2023)

Robustness Tests for Automatic Machine Translation Metrics with Adversarial Attacks. - Yichen Huang; Timothy Baldwin (EMNLP (Findings), 2023)

Large Language Models Only Pass Primary School Exams in Indonesia: A Comprehensive Test on IndoMMLU. - Fajri Koto; Nurul Aisyah; Haonan Li 002; Timothy Baldwin (EMNLP, 2023)

Everybody Needs Good Neighbours: An Unsupervised Locality-based Method for Bias Mitigation. - Xudong Han; Timothy Baldwin; Trevor Cohn (ICLR, 2023)

It's not only What You Say, It's also Who It's Said to: Counterfactual Analysis of Interactive Behavior in the Courtroom. - Biaoyan Fang; Trevor Cohn; Timothy Baldwin; Lea Frermann (IJCNLP (2), 2023)

Uncertainty Estimation for Debiased Models: Does Fairness Hurt Reliability? - Gleb Kuzmin; Artem Vazhentsev; Artem Shelmanov; Xudong Han; Simon Suster; Maxim Panov; Alexander Panchenko; Timothy Baldwin (IJCNLP (1), 2023)

Location Aware Modular Biencoder for Tourism Question Answering. - Haonan Li 002; Martin Tomko; Timothy Baldwin (IJCNLP (Findings), 2023)

Language models are not naysayers: an analysis of language models on negation benchmarks. - Thinh Hung Truong; Timothy Baldwin; Karin Verspoor; Trevor Cohn (*SEM@ACL, 2023)

Bactrian-X : A Multilingual Replicable Instruction-Following Model with Low-Rank Adaptation. - Haonan Li 002; Fajri Koto; Minghao Wu; Alham Fikri Aji; Timothy Baldwin (CoRR, 2023)

Do-Not-Answer: A Dataset for Evaluating Safeguards in LLMs. - Yuxia Wang; Haonan Li 002; Xudong Han; Preslav Nakov; Timothy Baldwin (CoRR, 2023)

Jais and Jais-chat: Arabic-Centric Foundation and Instruction-Tuned Open Generative Large Language Models. - Neha Sengupta; Sunil Kumar Sahu; Bokang Jia; Satheesh Katipomu; Haonan Li 002; Fajri Koto; Osama Mohammed Afzal; Samta Kamboj; Onkar Pandit; Rahul Pal; Lalit Pradhan; Zain Muhammad Mujahid; et al. (CoRR, 2023)

Connecting the Dots in News Analysis: A Cross-Disciplinary Survey of Media Bias and Framing. - Gisela Vallejo; Timothy Baldwin; Lea Frermann (CoRR, 2023)

Are Multilingual LLMs Culturally-Diverse Reasoners? An Investigation into Multicultural Proverbs and Sayings. - Chen Cecilia Liu; Fajri Koto; Timothy Baldwin; Iryna Gurevych (CoRR, 2023)

Factuality Challenges in the Era of Large Language Models. - Isabelle Augenstein; Timothy Baldwin; Meeyoung Cha; Tanmoy Chakraborty 002; Giovanni Luca Ciampaglia; David P. A. Corney; Renee DiResta; Emilio Ferrara; Scott Hale; Alon Y. Halevy; Eduard H. Hovy; Heng Ji 001; et al. (CoRR, 2023)

Multi-EuP: The Multilingual European Parliament Dataset for Analysis of Bias in Information Retrieval. - Jinrui Yang; Timothy Baldwin; Trevor Cohn (CoRR, 2023)

LLM360: Towards Fully Transparent Open-Source LLMs. - Zhengzhong Liu 001; Aurick Qiao; Willie Neiswanger; Hongyi Wang 001; Bowen Tan; Tianhua Tao; Junbo Li; Yuqi Wang; Suqi Sun; Omkar Pangarkar; Richard Fan; Yi Gu 002; et al. (CoRR, 2023)

Universals of Linguistic Idiosyncrasy in Multilingual Computational Linguistics (Dagstuhl Seminar 23191). - Timothy Baldwin; William Croft 001; Joakim Nivre; Agata Savary; Sara Stymne; Ekaterina Vylomova (Dagstuhl Reports, 2023)

Collective Human Opinions in Semantic Textual Similarity. - Yuxia Wang; Shimin Tao; Ning Xie; Hao Yang 006; Timothy Baldwin; Karin Verspoor (Trans. Assoc. Comput. Linguistics, 2023)

On the Effectiveness of Images in Multi-modal Text Classification: An Annotation Study. - Chunpeng Ma; Aili Shen; Hiyori Yoshikawa; Tomoya Iwakura; Daniel Beck; Timothy Baldwin (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2023)

Disease progression modelling of Alzheimer's disease using probabilistic principal components analysis. - Martin Saint-Jalmes; Victor Fedyashov; Daniel Beck; Timothy Baldwin; Noel G. Faux; Pierrick Bourgeat; Jurgen Fripp; Colin L. Masters; Benjamin Goudey (NeuroImage, 2023)

CMMLU: Measuring massive multitask language understanding in Chinese. - Haonan Li 002; Yixuan Zhang; Fajri Koto; Yifei Yang; Hai Zhao 001; Yeyun Gong; Nan Duan; Timothy Baldwin (ACL (Findings), 2024)

Fact-Checking the Output of Large Language Models via Token-Level Uncertainty Quantification. - Ekaterina Fadeeva; Aleksandr Rubashevskii; Artem Shelmanov; Sergey Petrakov; Haonan Li 002; Hamdy Mubarak; Evgenii Tsymbalov; Gleb Kuzmin; Alexander Panchenko; Timothy Baldwin; Preslav Nakov; Maxim Panov (ACL (Findings), 2024)

ArabicMMLU: Assessing Massive Multitask Language Understanding in Arabic. - Fajri Koto; Haonan Li 002; Sara Shatnawi; Jad Doughman; Abdelrahman Boda Sadallah; Aisha Alraeesi; Khalid Almubarak; Zaid Alyafeai; Neha Sengupta; Shady Shehata; Nizar Habash; Preslav Nakov; et al. (ACL (Findings), 2024)

Emergent Word Order Universals from Cognitively-Motivated Language Models. - Tatsuki Kuribayashi; Ryo Ueda; Ryo Yoshida; Yohei Oseki; Ted Briscoe; Timothy Baldwin (ACL (1), 2024)

Demystifying Instruction Mixing for Fine-tuning Large Language Models. - Renxi Wang; Haonan Li 002; Minghao Wu; Yuxia Wang; Xudong Han; Chiyu Zhang; Timothy Baldwin (ACL (Student Research Workshop), 2024)

A Chinese Dataset for Evaluating the Safeguards in Large Language Models. - Yuxia Wang; Zenan Zhai; Haonan Li 002; Xudong Han; Shom Lin; Zhenxuan Zhang; Angela Zhao; Preslav Nakov; Timothy Baldwin (ACL (Findings), 2024)

Zero-shot Sentiment Analysis in Low-Resource Languages Using a Multilingual Sentiment Lexicon. - Fajri Koto; Tilman Beck; Zeerak Talat; Iryna Gurevych; Timothy Baldwin (EACL (1), 2024)

Do-Not-Answer: Evaluating Safeguards in LLMs. - Yuxia Wang; Haonan Li 002; Xudong Han; Preslav Nakov; Timothy Baldwin (EACL (Findings), 2024)

BiMediX: Bilingual Medical Mixture of Experts LLM. - Sara Pieri; Sahal Shaji Mullappilly; Fahad Shahbaz Khan; Rao Muhammad Anwer; Salman H. Khan 001; Timothy Baldwin; Hisham Cholakkal (EMNLP (Findings), 2024)

Psychometric Predictive Power of Large Language Models. - Tatsuki Kuribayashi; Yohei Oseki; Timothy Baldwin (NAACL-HLT (Findings), 2024)

Are Multilingual LLMs Culturally-Diverse Reasoners? An Investigation into Multicultural Proverbs and Sayings. - Chen Liu; Fajri Koto; Timothy Baldwin; Iryna Gurevych (NAACL-HLT, 2024)

Revisiting subword tokenization: A case study on affixal negation in large language models. - Thinh Truong; Yulia Otmakhova 001; Karin Verspoor; Trevor Cohn; Timothy Baldwin (NAACL-HLT, 2024)

Web2Code: A Large-scale Webpage-to-Code Dataset and Evaluation Framework for Multimodal LLMs. - Sukmin Yun; Haokun Lin; Rusiru Thushara; Mohammad Qazim Bhat; Yongxin Wang; Zutao Jiang; Mingkai Deng; Jinhong Wang; Tianhua Tao; Junbo Li; Haonan Li 002; Preslav Nakov; et al. (NeurIPS, 2024)

To Aggregate or Not to Aggregate. That is the Question: A Case Study on Annotation Subjectivity in Span Prediction. - Kemal Kurniawan; Meladel Mistica; Timothy Baldwin; Jey Han Lau (WASSA, 2024)

The Gaps between Pre-train and Downstream Settings in Bias Evaluation and Debiasing. - Masahiro Kaneko; Danushka Bollegala; Timothy Baldwin (CoRR, 2024)

Evaluating Gender Bias in Large Language Models via Chain-of-Thought Prompting. - Masahiro Kaneko; Danushka Bollegala; Naoaki Okazaki; Timothy Baldwin (CoRR, 2024)

Learning From Failure: Integrating Negative Examples when Fine-tuning Large Language Models as Agents. - Renxi Wang; Haonan Li 002; Xudong Han; Yixuan Zhang; Timothy Baldwin (CoRR, 2024)

A Chinese Dataset for Evaluating the Safeguards in Large Language Models. - Yuxia Wang; Zenan Zhai; Haonan Li 002; Xudong Han; Lizhi Lin; Zhenxuan Zhang; Jingru Zhao; Preslav Nakov; Timothy Baldwin (CoRR, 2024)

Eagle: Ethical Dataset Given from Real Interactions. - Masahiro Kaneko; Danushka Bollegala; Timothy Baldwin (CoRR, 2024)

MobiLlama: Towards Accurate and Lightweight Fully Transparent GPT. - Omkar Thawakar; Ashmal Vayani; Salman H. Khan 001; Hisham Cholakkal; Rao Muhammad Anwer; Michael Felsberg; Tim Baldwin; Eric P. Xing; Fahad Shahbaz Khan (CoRR, 2024)

A Little Leak Will Sink a Great Ship: Survey of Transparency for Large Language Models from Start to Finish. - Masahiro Kaneko; Timothy Baldwin (CoRR, 2024)

Revisiting subword tokenization: A case study on affixal negation in large language models. - Thinh Hung Truong; Yulia Otmakhova 001; Karin Verspoor; Trevor Cohn; Timothy Baldwin (CoRR, 2024)

Evaluating Transparency of Machine Generated Fact Checking Explanations. - Rui Xing; Timothy Baldwin; Jey Han Lau (CoRR, 2024)

Benchmarking Uncertainty Quantification Methods for Large Language Models with LM-Polygraph. - Roman Vashurin; Ekaterina Fadeeva; Artem Vazhentsev; Akim Tsvigun; Daniil Vasilev; Rui Xing; Abdelrahman Boda Sadallah; Lyudmila Rvanova; Sergey Petrakov; Alexander Panchenko; Timothy Baldwin; Preslav Nakov; et al. (CoRR, 2024)

Inference-Time Selective Debiasing. - Gleb Kuzmin; Nemeesh Yadav; Ivan V. Smirnov; Timothy Baldwin; Artem Shelmanov (CoRR, 2024)

Unconditional Truthfulness: Learning Conditional Dependency for Uncertainty Quantification of Large Language Models. - Artem Vazhentsev; Ekaterina Fadeeva; Rui Xing; Alexander Panchenko; Preslav Nakov; Timothy Baldwin; Maxim Panov; Artem Shelmanov (CoRR, 2024)

BiMediX2: Bio-Medical EXpert LMM for Diverse Medical Modalities. - Sahal Shaji Mullappilly; Mohammed Irfan Kurpath; Sara Pieri; Saeed Yahya Alseiari; Shanavas Cholakkal; Khaled Aldahmani; Fahad Khan 001; Rao Muhammad Anwer; Salman Khan 001; Timothy Baldwin; Hisham Cholakkal (CoRR, 2024)

Libra-Leaderboard: Towards Responsible AI through a Balanced Leaderboard of Safety and Capability. - Haonan Li 002; Xudong Han; Zenan Zhai; Honglin Mu; Hao Wang; Zhenxuan Zhang; Yilin Geng; Shom Lin; Renxi Wang; Artem Shelmanov; Xiangyu Qi; Yuxia Wang; et al. (CoRR, 2024)

Factuality challenges in the era of large language models and opportunities for fact-checking. - Isabelle Augenstein; Timothy Baldwin; Meeyoung Cha; Tanmoy Chakraborty 002; Giovanni Luca Ciampaglia; David P. A. Corney; Renee DiResta; Emilio Ferrara; Scott Hale; Alon Y. Halevy; Eduard H. Hovy; Heng Ji 001; et al. (Nat. Mac. Intell., 2024)

IndoCulture: Exploring Geographically Influenced Cultural Commonsense Reasoning Across Eleven Indonesian Provinces. - Fajri Koto; Rahmad Mahendra; Nurul Aisyah; Timothy Baldwin (Trans. Assoc. Comput. Linguistics, 2024)

Qorǵau: Evaluating Safety in Kazakh-Russian Bilingual Contexts. - Maiya Goloburda; Nurkhan Laiyk; Diana Turmakhan; Yuxia Wang; Mukhammed Togmanov; Jonibek Mansurov; Askhat Sametov; Nurdaulet Mukhituly; Minghan Wang; Daniil Orel; Zain Muhammad Mujahid; Fajri Koto; et al. (ACL (Findings), 2025)

Loki: An Open-Source Tool for Fact Verification. - Haonan Li 002; Xudong Han; Hao Wang; Yuxia Wang; Minghan Wang; Rui Xing; Yilin Geng; Zenan Zhai; Preslav Nakov; Timothy Baldwin (COLING (Demonstrations), 2025)

The Gaps between Fine Tuning and In-context Learning in Bias Evaluation and Debiasing. - Masahiro Kaneko; Danushka Bollegala; Timothy Baldwin (COLING, 2025)

Does Vision Accelerate Hierarchical Generalization in Neural Language Learners? - Tatsuki Kuribayashi; Timothy Baldwin (COLING, 2025)

Human Interest Framing across Cultures: A Case Study on Climate Change. - Gisela Vallejo; Christine de Kock; Timothy Baldwin; Lea Frermann (COLING, 2025)

ToolGen: Unified Tool Retrieval and Calling via Generation. - Renxi Wang; Xudong Han; Lei Ji 001; Shu Wang 002; Timothy Baldwin; Haonan Li 002 (ICLR, 2025)

Arabic Dataset for LLM Safeguard Evaluation. - Yasser Ashraf; Yuxia Wang; Bin Gu; Preslav Nakov; Timothy Baldwin (NAACL (Long Papers), 2025)

Inference-Time Selective Debiasing to Enhance Fairness in Text Classification Models. - Gleb Kuzmin; Neemesh Yadav; Ivan V. Smirnov; Timothy Baldwin; Artem Shelmanov (NAACL (Short Papers), 2025)

Token-Level Density-Based Uncertainty Quantification Methods for Eliciting Truthfulness of Large Language Models. - Artem Vazhentsev; Lyudmila Rvanova; Ivan Lazichny; Alexander Panchenko; Maxim Panov; Timothy Baldwin; Artem Shelmanov (NAACL (Long Papers), 2025)

NAT: Enhancing Agent Tuning with Negative Samples. - Renxi Wang; Xudong Han; Yixuan Zhang; Timothy Baldwin; Haonan Li 002 (NAACL (Long Papers), 2025)

Evaluating Evidence Attribution in Generated Fact Checking Explanations. - Rui Xing; Timothy Baldwin; Jey Han Lau (NAACL (Long Papers), 2025)

Palo: A Polyglot Large Multimodal Model for 5B People. - Hanoona Abdul Rasheed; Muhammad Maaz 001; Abdelrahman M. Shaker; Salman H. Khan 001; Hisham Cholakkal; Rao Muhammad Anwer; Tim Baldwin; Michael Felsberg; Fahad Shahbaz Khan (WACV, 2025)

Against The Achilles' Heel: A Survey on Red Teaming for Generative Models. - Lizhi Lin; Honglin Mu; Zenan Zhai; Minghan Wang; Yuxia Wang; Renxi Wang; Junjie Gao; Yixuan Zhang; Wanxiang Che; Timothy Baldwin; Xudong Han; Haonan Li 002 (J. Artif. Intell. Res., 2025)

Benchmarking Uncertainty Quantification Methods for Large Language Models with LM-Polygraph. - Roman Vashurin; Ekaterina Fadeeva; Artem Vazhentsev; Lyudmila Rvanova; Daniil Vasilev; Akim Tsvigun; Sergey Petrakov; Rui Xing; Abdelrahman Boda Sadallah; Kirill Grishchenkov; Alexander Panchenko; Timothy Baldwin; et al. (Trans. Assoc. Comput. Linguistics, 2025)

Large Language Models Are Human-Like Internally. - Tatsuki Kuribayashi; Yohei Oseki; Souhaib Ben Taieb; Kentaro Inui; Timothy Baldwin (CoRR, 2025)

Training and Evaluating with Human Label Variation: An Empirical Study. - Kemal Kurniawan; Meladel Mistica; Timothy Baldwin; Jey Han Lau (CoRR, 2025)

Balanced Multi-Factor In-Context Learning for Multilingual Large Language Models. - Masahiro Kaneko; Alham Fikri Aji; Timothy Baldwin (CoRR, 2025)

RuozhiBench: Evaluating LLMs with Logical Fallacies and Misleading Premises. - Zenan Zhai; Hao Li; Xudong Han; Zhenxuan Zhang; Yixuan Zhang; Timothy Baldwin; Haonan Li 002 (CoRR, 2025)

Qorgau: Evaluating LLM Safety in Kazakh-Russian Bilingual Contexts. - Maiya Goloburda; Nurkhan Laiyk; Diana Turmakhan; Yuxia Wang; Mukhammed Togmanov; Jonibek Mansurov; Askhat Sametov; Nurdaulet Mukhituly; Minghan Wang; Daniil Orel; Zain Muhammad Mujahid; Fajri Koto; et al. (CoRR, 2025)

SCALAR: Scientific Citation-based Live Assessment of Long-context Academic Reasoning. - Renxi Wang; Honglin Mu; Liqun Ma; Lizhi Lin; Yunlong Feng; Timothy Baldwin; Xudong Han; Haonan Li 002 (CoRR, 2025)

Argument-Based Comparative Question Answering Evaluation Benchmark. - Irina Nikishina; Saba Anwar; Nikolay Dolgov; Maria Manina; Daria Ignatenko; Viktor Moskvoretskii; Artem Shelmanov; Tim Baldwin; Chris Biemann (CoRR, 2025)

Control Illusion: The Failure of Instruction Hierarchies in Large Language Models. - Yilin Geng; Haonan Li 002; Honglin Mu; Xudong Han; Timothy Baldwin; Omri Abend; Eduard H. Hovy; Lea Frermann (CoRR, 2025)

Analysis of Emotion in Rumour Threads on Social Media. - Rui Xing; Boyang Sun; Kun Zhang; Timothy Baldwin; Jey Han Lau (CoRR, 2025)

A Head to Predict and a Head to Question: Pre-trained Uncertainty Quantification Heads for Hallucination Detection in LLM Outputs. - Artem Shelmanov; Ekaterina Fadeeva; Akim Tsvigun; Ivan Tsvigun; Zhuohan Xie; Igor Kiselev; Nico Daheim; Caiqi Zhang; Artem Vazhentsev; Mrinmaya Sachan; Preslav Nakov; Timothy Baldwin (CoRR, 2025)

Uncertainty-Aware Attention Heads: Efficient Unsupervised Uncertainty Quantification for LLMs. - Artem Vazhentsev; Lyudmila Rvanova; Gleb Kuzmin; Ekaterina Fadeeva; Ivan Lazichny; Alexander Panchenko; Maxim Panov; Timothy Baldwin; Mrinmaya Sachan; Preslav Nakov; Artem Shelmanov (CoRR, 2025)

Faithfulness-Aware Uncertainty Quantification for Fact-Checking the Output of Retrieval Augmented Generation. - Ekaterina Fadeeva; Aleksandr Rubashevskii; Roman Vashurin; Shehzaad Dhuliawala; Artem Shelmanov; Timothy Baldwin; Preslav Nakov; Mrinmaya Sachan; Maxim Panov (CoRR, 2025)

Learning Robust Negation Text Representations. - Thinh Hung Truong; Karin Verspoor; Trevor Cohn; Timothy Baldwin (CoRR, 2025)

AgentFly: Extensible and Scalable Reinforcement Learning for LM Agents. - Renxi Wang; Rifo Ahmad Genadi; Bilal El Bouardi; Yongxin Wang; Fajri Koto; Zhengzhong Liu 001; Timothy Baldwin; Haonan Li 002 (CoRR, 2025)