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Nigel Collier

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

105

Venues

19

Active years

1997–2026

Best venue rank

A*

Where they publish

Papers

105 indexed papers, newest first.

YearVenueTitleAuthors
2026ACLValue of Information: A Framework for Human-Agent Communication.Yijiang River Dong, Tiancheng Hu, Zheng Hui, Caiqi Zhang, Ivan Vulic, Andreea Bobu, Nigel Collier
2026ACLPrivacy-R1: Privacy-Aware Multi-LLM Agent Collaboration via Reinforcement Learning.Zheng Hui, Yijiang River Dong, Sanhanat Sivapiromrat, Ehsan Shareghi, Nigel Collier
2026ACLNavigating the Alignment-Calibration Trade-off: A Pareto-Superior Frontier via Model Merging.Tiancheng Hu, Benjamin Minixhofer, Nigel Collier
2026ACLFailure Modes in Multi-Hop QA: The Weakest Link Effect and the Recognition Bottleneck.Meiru Zhang, Zaiqiao Meng, Nigel Collier
2026ACLConfidence Estimation for LLMs in Multi-turn Interactions.Caiqi Zhang, Ruihan Yang, Xiaochen Zhu, Chengzu Li, Tiancheng Hu, Yijiang River Dong, Deqing Yang, Nigel Collier
2026ACLLoVeC: Reinforcement Learning for Better Verbalized Confidence in Long-Form Generation.Caiqi Zhang, Xiaochen Zhu, Chengzu Li, Nigel Collier, Andreas Vlachos
2026ACLDemystifying Multi-Agent Debate: The Role of Confidence and Diversity.Xiaochen Zhu, Caiqi Zhang, Yizhou Chi, Tom Stafford, Nigel Collier, Andreas Vlachos
2025ACLiNews: A Multimodal Dataset for Modeling Personalized Affective Responses to News.Tiancheng Hu, Nigel Collier
2025ACL500xCompressor: Generalized Prompt Compression for Large Language Models.Zongqian Li, Yixuan Su, Nigel Collier
2025ACLReasonGraph: Visualization of Reasoning Methods and Extended Inference Paths.Zongqian Li, Ehsan Shareghi, Nigel Collier
2025ACLLoGU: Long-form Generation with Uncertainty Expressions.Ruihan Yang, Caiqi Zhang, Zhisong Zhang, Xinting Huang, Sen Yang, Nigel Collier, Dong Yu, Deqing Yang
2025ACLConformity in Large Language Models.Xiaochen Zhu, Caiqi Zhang, Tom Stafford, Nigel Collier, Andreas Vlachos
2025EMNLPTime to Revisit Exact Match.Auss Abbood, Zaiqiao Meng, Nigel Collier
2025EMNLPWhen Personalization Meets Reality: A Multi-Faceted Analysis of Personalized Preference Learning.Yijiang River Dong, Tiancheng Hu, Yinhong Liu, Ahmet stn, Nigel Collier
2025EMNLPUNCLE: Benchmarking Uncertainty Expressions in Long-Form Generation.Ruihan Yang, Caiqi Zhang, Zhisong Zhang, Xinting Huang, Dong Yu, Nigel Collier, Deqing Yang
2025EMNLPAll Roads Lead to Rome: Graph-Based Confidence Estimation for Large Language Model Reasoning.Caiqi Zhang, Chang Shu, Ehsan Shareghi, Nigel Collier
2025ICMLAligning with Logic: Measuring, Evaluating and Improving Logical Preference Consistency in Large Language Models.Yinhong Liu, Zhijiang Guo, Tianya Liang, Ehsan Shareghi, Ivan Vulic, Nigel Collier
2025IJCNLPAtomic Calibration of LLMs in Long-Form Generations.Caiqi Zhang, Ruihan Yang, Zhisong Zhang, Xinting Huang, Sen Yang, Dong Yu, Nigel Collier
2025NAACLPrompt Compression for Large Language Models: A Survey.Zongqian Li, Yinhong Liu, Yixuan Su, Nigel Collier
2024AAAIBAND: Biomedical Alert News Dataset.Zihao Fu, Meiru Zhang, Zaiqiao Meng, Yannan Shen, David L. Buckeridge, Nigel Collier
2024ACLPiVe: Prompting with Iterative Verification Improving Graph-based Generative Capability of LLMs.Jiuzhou Han, Nigel Collier, Wray L. Buntine, Ehsan Shareghi
2024ACLQuantifying the Persona Effect in LLM Simulations.Tiancheng Hu, Nigel Collier
2024ACLAn Individualized News Affective Response Dataset.Tiancheng Hu, Nigel Collier
2024ACLTOAD: Task-Oriented Automatic Dialogs with Diverse Response Styles.Yinhong Liu, Yimai Fang, David Vandyke, Nigel Collier
2024EMNLPCan LLM be a Personalized Judge?Yijiang River Dong, Tiancheng Hu, Nigel Collier
2024EMNLPTopViewRS: Vision-Language Models as Top-View Spatial Reasoners.Chengzu Li, Caiqi Zhang, Han Zhou, Nigel Collier, Anna Korhonen, Ivan Vulic
2024EMNLPLUQ: Long-text Uncertainty Quantification for LLMs.Caiqi Zhang, Fangyu Liu, Marco Basaldella, Nigel Collier
2024EMNLPCan We Instruct LLMs to Compensate for Position Bias?Meiru Zhang, Zaiqiao Meng, Nigel Collier
2024EMNLPFairer Preferences Elicit Improved Human-Aligned Large Language Model Judgments.Han Zhou, Xingchen Wan, Yinhong Liu, Nigel Collier, Ivan Vulic, Anna Korhonen
2024NAACLUnlocking Structure Measuring: Introducing PDD, an Automatic Metric for Positional Discourse Coherence.Yinhong Liu, Yixuan Su, Ehsan Shareghi, Nigel Collier
2023AAAIOn the Effectiveness of Parameter-Efficient Fine-Tuning.Zihao Fu, Haoran Yang, Anthony Man-Cho So, Wai Lam, Lidong Bing, Nigel Collier
2023ACLDePlot: One-shot visual language reasoning by plot-to-table translation.Fangyu Liu, Julian Martin Eisenschlos, Francesco Piccinno, Syrine Krichene, Chenxi Pang, Kenton Lee, Mandar Joshi, Wenhu Chen, Nigel Collier, Yasemin Altun
2023ACLMatCha: Enhancing Visual Language Pretraining with Math Reasoning and Chart Derendering.Fangyu Liu, Francesco Piccinno, Syrine Krichene, Chenxi Pang, Kenton Lee, Mandar Joshi, Yasemin Altun, Nigel Collier, Julian Martin Eisenschlos
2023CogSciOn Reality and the Limits of Language Data: Aligning LLMs with Human Norms.Nigel Collier, Fangyu Liu, Ehsan Shareghi
2023EACLProbing Cross-Lingual Lexical Knowledge from Multilingual Sentence Encoders.Ivan Vulic, Goran Glavas, Fangyu Liu, Nigel Collier, Edoardo Maria Ponti, Anna Korhonen
2023EMNLPBiomedical Named Entity Recognition via Dictionary-based Synonym Generalization.Zihao Fu, Yixuan Su, Zaiqiao Meng, Nigel Collier
2023EMNLPPOSQA: Probe the World Models of LLMs with Size Comparisons.Chang Shu, Jiuzhou Han, Fangyu Liu, Ehsan Shareghi, Nigel Collier
2022ACLIncorporating Stock Market Signals for Twitter Stance Detection.Costanza Conforti, Jakob Berndt, Mohammad Taher Pilehvar, Chryssi Giannitsarou, Flavio Toxvaerd, Nigel Collier
2022ACLImproving Word Translation via Two-Stage Contrastive Learning.Yaoyiran Li, Fangyu Liu, Nigel Collier, Anna Korhonen, Ivan Vulic
2022ACLRewire-then-Probe: A Contrastive Recipe for Probing Biomedical Knowledge of Pre-trained Language Models.Zaiqiao Meng, Fangyu Liu, Ehsan Shareghi, Yixuan Su, Charlotte Collins, Nigel Collier
2022ACLPrix-LM: Pretraining for Multilingual Knowledge Base Construction.Wenxuan Zhou, Fangyu Liu, Ivan Vulic, Nigel Collier, Muhao Chen
2022IJCNLPHow to tackle an emerging topic? Combining strong and weak labels for Covid news NER.Aleksander Ficek, Fangyu Liu, Nigel Collier
2022IJCNLPDo ever larger octopi still amplify reporting biases? Evidence from judgments of typical colour.Fangyu Liu, Julian Martin Eisenschlos, Jeremy R. Cole, Nigel Collier
2022NAACLTaCL: Improving BERT Pre-training with Token-aware Contrastive Learning.Yixuan Su, Fangyu Liu, Zaiqiao Meng, Tian Lan, Lei Shu, Ehsan Shareghi, Nigel Collier
2021AAAIVisual Pivoting for (Unsupervised) Entity Alignment.Fangyu Liu, Muhao Chen, Dan Roth, Nigel Collier
2021ACLLearning Domain-Specialised Representations for Cross-Lingual Biomedical Entity Linking.Fangyu Liu, Ivan Vulic, Anna Korhonen, Nigel Collier
2021ACLDialogue Response Selection with Hierarchical Curriculum Learning.Yixuan Su, Deng Cai, Qingyu Zhou, Zibo Lin, Simon Baker, Yunbo Cao, Shuming Shi, Nigel Collier, Yan Wang
2021ACLKeep the Primary, Rewrite the Secondary: A Two-Stage Approach for Paraphrase Generation.Yixuan Su, David Vandyke, Simon Baker, Yan Wang, Nigel Collier
2021CoNLLMirrorWiC: On Eliciting Word-in-Context Representations from Pretrained Language Models.Qianchu Liu, Fangyu Liu, Nigel Collier, Anna Korhonen, Ivan Vulic
2021EACLAdversarial Training for News Stance Detection: Leveraging Signals from a Multi-Genre Corpus.Costanza Conforti, Jakob Berndt, Marco Basaldella, Mohammad Taher Pilehvar, Chryssi Giannitsarou, Flavio Toxvaerd, Nigel Collier
2021EACLNon-Autoregressive Text Generation with Pre-trained Language Models.Yixuan Su, Deng Cai, Yan Wang, David Vandyke, Simon Baker, Piji Li, Nigel Collier
2021EMNLPVisually Grounded Reasoning across Languages and Cultures.Fangyu Liu, Emanuele Bugliarello, Edoardo Maria Ponti, Siva Reddy, Nigel Collier, Desmond Elliott
2021EMNLPFast, Effective, and Self-Supervised: Transforming Masked Language Models into Universal Lexical and Sentence Encoders.Fangyu Liu, Ivan Vulic, Anna Korhonen, Nigel Collier
2021EMNLPMixture-of-Partitions: Infusing Large Biomedical Knowledge Graphs into BERT.Zaiqiao Meng, Fangyu Liu, Thomas Hikaru Clark, Ehsan Shareghi, Nigel Collier
2021EMNLPFew-Shot Table-to-Text Generation with Prototype Memory.Yixuan Su, Zaiqiao Meng, Simon Baker, Nigel Collier
2021EMNLPPlan-then-Generate: Controlled Data-to-Text Generation via Planning.Yixuan Su, David Vandyke, Sihui Wang, Yimai Fang, Nigel Collier
2021NAACLSelf-Alignment Pretraining for Biomedical Entity Representations.Fangyu Liu, Ehsan Shareghi, Zaiqiao Meng, Marco Basaldella, Nigel Collier
2020ACLWill-They-Won't-They: A Very Large Dataset for Stance Detection on Twitter.Costanza Conforti, Jakob Berndt, Mohammad Taher Pilehvar, Chryssi Giannitsarou, Flavio Toxvaerd, Nigel Collier
2020EMNLPCOMETA: A Corpus for Medical Entity Linking in the Social Media.Marco Basaldella, Fangyu Liu, Ehsan Shareghi, Nigel Collier
2020EMNLPSTANDER: An Expert-Annotated Dataset for News Stance Detection and Evidence Retrieval.Costanza Conforti, Jakob Berndt, Mohammad Taher Pilehvar, Chryssi Giannitsarou, Flavio Toxvaerd, Nigel Collier
2019AAAIUnseen Word Representation by Aligning Heterogeneous Lexical Semantic Spaces.Victor Prokhorov, Mohammad Taher Pilehvar, Dimitri Kartsaklis, Pietro Li, Nigel Collier
2019EMNLPOn the Importance of the Kullback-Leibler Divergence Term in Variational Autoencoders for Text Generation.Victor Prokhorov, Ehsan Shareghi, Yingzhen Li, Mohammad Taher Pilehvar, Nigel Collier
2019NAACLA Richer-but-Smarter Shortest Dependency Path with Attentive Augmentation for Relation Extraction.Duy-Cat Can, Hoang-Quynh Le, Quang-Thuy Ha, Nigel Collier
2019NAACLGenerating Knowledge Graph Paths from Textual Definitions using Sequence-to-Sequence Models.Victor Prokhorov, Mohammad Taher Pilehvar, Nigel Collier
2018ACLWhich Melbourne? Augmenting Geocoding with Maps.Milan Gritta, Mohammad Taher Pilehvar, Nigel Collier
2018CIKMModeling the Fake News Challenge as a Cross-Level Stance Detection Task.Costanza Conforti, Mohammad Taher Pilehvar, Nigel Collier
2018EMNLPTowards Automatic Fake News Detection: Cross-Level Stance Detection in News Articles.Costanza Conforti, Mohammad Taher Pilehvar, Nigel Collier
2018EMNLPMapping Text to Knowledge Graph Entities using Multi-Sense LSTMs.Dimitri Kartsaklis, Mohammad Taher Pilehvar, Nigel Collier
2018EMNLPLarge-scale Exploration of Neural Relation Classification Architectures.Hoang-Quynh Le, Duy-Cat Can, Sinh T. Vu, Thanh Hai Dang, Mohammad Taher Pilehvar, Nigel Collier
2018EMNLPCard-660: A Reliable Evaluation Framework for Rare Word Representation Models.Mohammad Taher Pilehvar, Dimitri Kartsaklis, Victor Prokhorov, Nigel Collier
2017ACLVancouver Welcomes You! Minimalist Location Metonymy Resolution.Milan Gritta, Mohammad Taher Pilehvar, Nut Limsopatham, Nigel Collier
2017ACLTowards a Seamless Integration of Word Senses into Downstream NLP Applications.Mohammad Taher Pilehvar, Jos Camacho-Collados, Roberto Navigli, Nigel Collier
2017EACLInducing Embeddings for Rare and Unseen Words by Leveraging Lexical Resources.Mohammad Taher Pilehvar, Nigel Collier
2017WSDMWSDM 2017 Workshop on Mining Online Health Reports: MOHRS 2017.Nigel Collier, Nut Limsopatham, Aron Culotta, Mike Conway, Ingemar J. Cox, Vasileios Lampos
2016ACLNormalising Medical Concepts in Social Media Texts by Learning Semantic Representation.Nut Limsopatham, Nigel Collier
2016COLINGLearning Orthographic Features in Bi-directional LSTM for Biomedical Named Entity Recognition.Nut Limsopatham, Nigel Collier
2016EMNLPDe-Conflated Semantic Representations.Mohammad Taher Pilehvar, Nigel Collier
2015CIKMTowards the Semantic Interpretation of Personal Health Messages from Social Media.Nut Limsopatham, Nigel Collier
2015EMNLPAdapting Phrase-based Machine Translation to Normalise Medical Terms in Social Media Messages.Nut Limsopatham, Nigel Collier
2014EACLDiscriminating Rhetorical Analogies in Social Media.Christoph Lofi, Christian Nieke, Nigel Collier
2013CIKMA partially supervised cross-collection topic model for cross-domain text classification.Yang Bao, Nigel Collier, Anindya Datta
2012COLINGA Hybrid Approach to Finding Phenotype Candidates in Genetic Texts.Nigel Collier, Mai-Vu Tran, Hoang-Quynh Le, Anika Oellrich, Ai Kawazoe, Martin Hall-May, Dietrich Rebholz-Schuhmann
2012COLINGOn-line Trend Analysis with Topic Models: \#twitter Trends Detection Topic Model Online.Jey Han Lau, Nigel Collier, Timothy Baldwin
2012SSPRChange-Point Detection in Time-Series Data by Relative Density-Ratio Estimation.Song Liu, Makoto Yamada, Nigel Collier, Masashi Sugiyama
2010COLINGAn ontology-driven system for detecting global health events.Nigel Collier, Reiko Matsuda Goodwin, John P. McCrae, Son Doan, Ai Kawazoe, Mike Conway, Asanee Kawtrakul, Koichi Takeuchi, Dinh Dien
2008COLINGThe Choice of Features for Classification of Verbs in Biomedical Texts.Anna Korhonen, Yuval Krymolowski, Nigel Collier
2008IJCNLPGlobal Health Monitor - A Web-based System for Detecting and Mapping Infectious Diseases.Son Doan, Hung Quoc Ngo, Ai Kawazoe, Nigel Collier
2006ACLAutomatic Classification of Verbs in Biomedical Texts.Anna Korhonen, Yuval Krymolowski, Nigel Collier
2005AMIATowards Semantic Role Labeling & IE in the Medical Literature.Yacov Kogan, Nigel Collier, Serguei V. S. Pakhomov, Michael Krauthammer
2005DISExploring Predicate-Argument Relations for Named Entity Recognition in the Molecular Biology Domain.Tuangthong Wattarujeekrit, Nigel Collier
2004ACLIncorporating topic information into semantic analysis models.Tony Mullen, Nigel Collier
2004EMNLPSentiment Analysis using Support Vector Machines with Diverse Information Sources.Tony Mullen, Nigel Collier
2004LRECAnnotation of Coreference Relations Among Linguistic Expressions and Images in Biological Articles.Ai Kawazoe, Asanobu Kitamoto, Nigel Collier
2004LRECAn Annotation Scheme for a Rhetorical Analysis of Biology Articles.Yoko Mizuta, Nigel Collier
2003KESA Framework for Integrating Deep and Shallow Semantic Structures in Text Mining.Nigel Collier, Koichi Takeuchi, Ai Kawazoe, Tony Mullen, Tuangthong Wattarujeekrit
2002CoNLLUse of Support Vector Machines in Extended Named Entity Recognition.Koichi Takeuchi, Nigel Collier
2002LRECPIA-Core: Semantic Annotation through Example-based Learning.Nigel Collier, Koichi Takeuchi
2002LRECProgress on Multi-lingual Named Entity Annotation Guidelines using RDF (S).Nigel Collier, Koichi Takeuchi, Chikashi Nobata, Junichi Fukumoto, Norihiro Ogata
2000COLINGExtracting the Names of Genes and Gene Products with a Hidden Markov Model.Nigel Collier, Chikashi Nobata, Jun'ichi Tsujii
2000COLINGBuilding an Annotated Corpus in the Molecular-Biology Domain.Yuka Tateisi, Tomoko Ohta, Nigel Collier, Chikashi Nobata, Jun'ichi Tsujii
1999EACLThe GENIA project: corpus-based knowledge acquisition and information extraction from genome research papers.Nigel Collier, Hyun Seok Park, Norihiro Ogata, Yuka Tateishi, Chikashi Nobata, Tomoko Ohta, Tateshi Sekimizu, Hisao Imai, Katsutoshi Ibushi, Jun'ichi Tsujii
1999SIGIRA Comparison of Query Translation Methods for English-Japanese Cross-Language Information Retrieval (poster abstract).Gareth J. F. Jones, Tetsuya Sakai, Nigel Collier, Akira Kumano, Kazuo Sumita
1998ACLMachine Translation versus Dictionary Term Translation - A Comparison for English-Japanese News Article Alignment.Nigel Collier, Hideki Hirakawa, Akira Kumano
1998ACLAn Experiment in Hybrid Dictionary and Statistical Sentence Alignment.Nigel Collier, Kenji Ono, Hideki Hirakawa
1997IJCAIConvergence Time Characteristics of an Associative Memory for Natural Language Processing.Nigel Collier