| 2026 | AAAI | HAPO: Training Language Models to Reason Concisely via History-Aware Policy Optimization. | Chengyu Huang, Zhengxin Zhang, Claire Cardie |
| 2026 | ACL | Better LLM Reasoning via Dual-Play. | Zhengxin Zhang, Chengyu Huang, Aochong Oliver Li, Claire Cardie |
| 2026 | ACL | GSM-Noise: Exploring and Enhancing Large Language Models' Reasoning under Noisy Inputs. | Zhengxin Zhang, Chengyu Huang, Xufu Liu, Dan Zhao, Jinyan Su, Claire Cardie |
| 2026 | CHI | Multi-Hop Question Answering: When Can Humans Help and Where Do They Struggle? | Jinyan Su, Claire Cardie, Jennifer Healey |
| 2026 | LAK | MedSimAI: Simulation and Formative Feedback Generation to Enhance Deliberate Practice in Medical Education. | Yann Hicke, Jadon Geathers, Kellen Vu, Justin Sewell, Claire Cardie, Jaideep Talwalkar, Dennis L. Shung, Anyanate Gwendolyne Jack, Susannah Cornes, Mackenzi Preston, Ren F. Kizilcec |
| 2025 | ACL | Corpus Poisoning via Approximate Greedy Gradient Descent. | Jinyan Su, Preslav Nakov, Claire Cardie |
| 2025 | ICLR | Commit0: Library Generation from Scratch. | Wenting Zhao, Nan Jiang, Celine Lee, Justin T. Chiu, Claire Cardie, Matthias Gall, Alexander M. Rush |
| 2024 | EMNLP | WildVis: Open Source Visualizer for Million-Scale Chat Logs in the Wild. | Yuntian Deng, Wenting Zhao, Jack Hessel, Xiang Ren, Claire Cardie, Yejin Choi |
| 2024 | EMNLP | I Could've Asked That: Reformulating Unanswerable Questions. | Wenting Zhao, Ge Gao, Claire Cardie, Alexander M. Rush |
| 2024 | ICLR | WildChat: 1M ChatGPT Interaction Logs in the Wild. | Wenting Zhao, Xiang Ren, Jack Hessel, Claire Cardie, Yejin Choi, Yuntian Deng |
| 2024 | NAACL | Adapting Fake News Detection to the Era of Large Language Models. | Jinyan Su, Claire Cardie, Preslav Nakov |
| 2023 | ACL | Abductive Commonsense Reasoning Exploiting Mutually Exclusive Explanations. | Wenting Zhao, Justin T. Chiu, Claire Cardie, Alexander M. Rush |
| 2023 | EACL | End-to-end Case-Based Reasoning for Commonsense Knowledge Base Completion. | Zonglin Yang, Xinya Du, Erik Cambria, Claire Cardie |
| 2023 | EMNLP | Probing Representations for Document-level Event Extraction. | Barry Wang, Xinya Du, Claire Cardie |
| 2023 | EMNLP | Hop, Union, Generate: Explainable Multi-hop Reasoning without Rationale Supervision. | Wenting Zhao, Justin T. Chiu, Claire Cardie, Alexander M. Rush |
| 2022 | ACL | Improving Machine Reading Comprehension with Contextualized Commonsense Knowledge. | Kai Sun, Dian Yu, Jianshu Chen, Dong Yu, Claire Cardie |
| 2022 | ACL | Automatic Error Analysis for Document-level Information Extraction. | Aliva Das, Xinya Du, Barry Wang, Kejian Shi, Jiayuan Gu, Thomas Porter, Claire Cardie |
| 2022 | ACL | Faithful or Extractive? On Mitigating the Faithfulness-Abstractiveness Trade-off in Abstractive Summarization. | Faisal Ladhak, Esin Durmus, He He, Claire Cardie, Kathleen R. McKeown |
| 2022 | ECCV | Visual Prompt Tuning. | Menglin Jia, Luming Tang, Bor-Chun Chen, Claire Cardie, Serge J. Belongie, Bharath Hariharan, Ser-Nam Lim |
| 2022 | LREC | BeSt: The Belief and Sentiment Corpus. | Jennifer Tracey, Owen Rambow, Claire Cardie, Adam Dalton, Hoa Trang Dang, Mona T. Diab, Bonnie J. Dorr, Louise Guthrie, Magdalena Markowska, Smaranda Muresan, Vinodkumar Prabhakaran, Samira Shaikh, Tomek Strzalkowski |
| 2022 | NAACL | Compositional Task-Oriented Parsing as Abstractive Question Answering. | Wenting Zhao, Konstantine Arkoudas, Weiqi Sun, Claire Cardie |
| 2021 | ACL | Leveraging Topic Relatedness for Argument Persuasion. | Xinran Zhao, Esin Durmus, Hongming Zhang, Claire Cardie |
| 2021 | CVPR | Intentonomy: A Dataset and Study Towards Human Intent Understanding. | Menglin Jia, Zuxuan Wu, Austin Reiter, Claire Cardie, Serge J. Belongie, Ser-Nam Lim |
| 2021 | EACL | GRIT: Generative Role-filler Transformers for Document-level Event Entity Extraction. | Xinya Du, Alexander M. Rush, Claire Cardie |
| 2021 | EMNLP | When in Doubt: Improving Classification Performance with Alternating Normalization. | Menglin Jia, Austin Reiter, Ser-Nam Lim, Yoav Artzi, Claire Cardie |
| 2021 | EMNLP | Self-Teaching Machines to Read and Comprehend with Large-Scale Multi-Subject Question-Answering Data. | Dian Yu, Kai Sun, Dong Yu, Claire Cardie |
| 2021 | ICCV | Exploring Visual Engagement Signals for Representation Learning. | Menglin Jia, Zuxuan Wu, Austin Reiter, Claire Cardie, Serge J. Belongie, Ser-Nam Lim |
| 2021 | NAACL | Template Filling with Generative Transformers. | Xinya Du, Alexander M. Rush, Claire Cardie |
| 2021 | NAACL | Adding Chit-Chat to Enhance Task-Oriented Dialogues. | Kai Sun, Seungwhan Moon, Paul A. Crook, Stephen Roller, Becka Silvert, Bing Liu, Zhiguang Wang, Honglei Liu, Eunjoon Cho, Claire Cardie |
| 2020 | ACL | Interpreting Pretrained Contextualized Representations via Reductions to Static Embeddings. | Rishi Bommasani, Kelly Davis, Claire Cardie |
| 2020 | ACL | Document-Level Event Role Filler Extraction using Multi-Granularity Contextualized Encoding. | Xinya Du, Claire Cardie |
| 2020 | ACL | Dialogue-Based Relation Extraction. | Dian Yu, Kai Sun, Claire Cardie, Dong Yu |
| 2020 | ECCV | Fashionpedia: Ontology, Segmentation, and an Attribute Localization Dataset. | Menglin Jia, Mengyun Shi, Mikhail Sirotenko, Yin Cui, Claire Cardie, Bharath Hariharan, Hartwig Adam, Serge J. Belongie |
| 2020 | EMNLP | Intrinsic Evaluation of Summarization Datasets. | Rishi Bommasani, Claire Cardie |
| 2020 | EMNLP | Event Extraction by Answering (Almost) Natural Questions. | Xinya Du, Claire Cardie |
| 2020 | EMNLP | WikiLingua: A New Benchmark Dataset for Multilingual Abstractive Summarization. | Faisal Ladhak, Esin Durmus, Claire Cardie, Kathleen R. McKeown |
| 2020 | EMNLP | Exploring the Role of Argument Structure in Online Debate Persuasion. | Jialu Li, Esin Durmus, Claire Cardie |
| 2020 | EMNLP | Improving Event Duration Prediction via Time-aware Pre-training. | Zonglin Yang, Xinya Du, Alexander M. Rush, Claire Cardie |
| 2020 | IJCNLP | Leveraging Structured Metadata for Improving Question Answering on the Web. | Xinya Du, Ahmed Hassan Awadallah, Adam Fourney, Robert Sim, Paul N. Bennett, Claire Cardie |
| 2019 | ACL | Keeping Notes: Conditional Natural Language Generation with a Scratchpad Encoder. | Ryan Y. Benmalek, Madian Khabsa, Suma Desu, Claire Cardie, Michele Banko |
| 2019 | ACL | Multi-Source Cross-Lingual Model Transfer: Learning What to Share. | Xilun Chen, Ahmed Hassan Awadallah, Hany Hassan, Wei Wang, Claire Cardie |
| 2019 | ACL | A Corpus for Modeling User and Language Effects in Argumentation on Online Debating. | Esin Durmus, Claire Cardie |
| 2019 | ACL | Determining Relative Argument Specificity and Stance for Complex Argumentative Structures. | Esin Durmus, Faisal Ladhak, Claire Cardie |
| 2019 | EMNLP | The Role of Pragmatic and Discourse Context in Determining Argument Impact. | Esin Durmus, Faisal Ladhak, Claire Cardie |
| 2019 | NAACL | Be Consistent! Improving Procedural Text Comprehension using Label Consistency. | Xinya Du, Bhavana Dalvi Mishra, Niket Tandon, Antoine Bosselut, Wen-tau Yih, Peter Clark, Claire Cardie |
| 2019 | NAACL | Improving Machine Reading Comprehension with General Reading Strategies. | Kai Sun, Dian Yu, Dong Yu, Claire Cardie |
| 2019 | WWW | Modeling the Factors of User Success in Online Debate. | Esin Durmus, Claire Cardie |
| 2018 | ACL | Harvesting Paragraph-level Question-Answer Pairs from Wikipedia. | Xinya Du, Claire Cardie |
| 2018 | EMNLP | Unsupervised Multilingual Word Embeddings. | Xilun Chen, Claire Cardie |
| 2018 | EMNLP | Towards Dynamic Computation Graphs via Sparse Latent Structure. | Vlad Niculae, Andr F. T. Martins, Claire Cardie |
| 2018 | ICML | SparseMAP: Differentiable Sparse Structured Inference. | Vlad Niculae, Andr F. T. Martins, Mathieu Blondel, Claire Cardie |
| 2018 | LREC | A Corpus of eRulemaking User Comments for Measuring Evaluability of Arguments. | Joonsuk Park, Claire Cardie |
| 2018 | NAACL | Multinomial Adversarial Networks for Multi-Domain Text Classification. | Xilun Chen, Claire Cardie |
| 2018 | NAACL | Exploring the Role of Prior Beliefs for Argument Persuasion. | Esin Durmus, Claire Cardie |
| 2018 | NAACL | Nested Named Entity Recognition Revisited. | Arzoo Katiyar, Claire Cardie |
| 2018 | WWW | How to Assess and Rank User-Generated Content on Web. | Elaheh Momeni, Claire Cardie, Nicholas Diakopoulos |
| 2017 | ACL | Learning to Ask: Neural Question Generation for Reading Comprehension. | Xinya Du, Junru Shao, Claire Cardie |
| 2017 | ACL | Going out on a limb: Joint Extraction of Entity Mentions and Relations without Dependency Trees. | Arzoo Katiyar, Claire Cardie |
| 2017 | ACL | Argument Mining with Structured SVMs and RNNs. | Vlad Niculae, Joonsuk Park, Claire Cardie |
| 2017 | EMNLP | Identifying Where to Focus in Reading Comprehension for Neural Question Generation. | Xinya Du, Claire Cardie |
| 2017 | WSDM | Keeping Apace with Progress in Natural Language Processing. | Claire Cardie |
| 2016 | ACL | Investigating LSTMs for Joint Extraction of Opinion Entities and Relations. | Arzoo Katiyar, Claire Cardie |
| 2015 | ICAIL | Toward machine-assisted participation in eRulemaking: an argumentation model of evaluability. | Joonsuk Park, Cheryl Blake, Claire Cardie |
| 2015 | NAACL | Socially-Informed Timeline Generation for Complex Events. | Lu Wang, Claire Cardie, Galen Marchetti |
| 2014 | ACL | Towards a General Rule for Identifying Deceptive Opinion Spam. | Jiwei Li, Myle Ott, Claire Cardie, Eduard H. Hovy |
| 2014 | ACL | Identifying Appropriate Support for Propositions in Online User Comments. | Joonsuk Park, Claire Cardie |
| 2014 | ACL | Overview of the 2014 NLP Unshared Task in PoliInformatics. | Noah A. Smith, Claire Cardie, Anne L. Washington, John D. Wilkerson |
| 2014 | ACL | A Piece of My Mind: A Sentiment Analysis Approach for Online Dispute Detection. | Lu Wang, Claire Cardie |
| 2014 | ACL | Context-aware Learning for Sentence-level Sentiment Analysis with Posterior Regularization. | Bishan Yang, Claire Cardie |
| 2014 | COLING | Query-Focused Opinion Summarization for User-Generated Content. | Lu Wang, Hema Raghavan, Claire Cardie, Vittorio Castelli |
| 2014 | COMMA | AsseSS: A Tool for Assessing the Support Structures of Arguments in User Comments. | Joonsuk Park, Claire Cardie |
| 2014 | EMNLP | Opinion Mining with Deep Recurrent Neural Networks. | Ozan Irsoy, Claire Cardie |
| 2014 | EMNLP | Major Life Event Extraction from Twitter based on Congratulations/Condolences Speech Acts. | Jiwei Li, Alan Ritter, Claire Cardie, Eduard H. Hovy |
| 2014 | WWW | Timeline generation: tracking individuals on twitter. | Jiwei Li, Claire Cardie |
| 2014 | WSDM | Sentiment analysis on evolving social streams: how self-report imbalances can help. | Pedro Henrique Calais Guerra, Wagner Meira Jr., Claire Cardie |
| 2013 | ACL | TopicSpam: a Topic-Model based approach for spam detection. | Jiwei Li, Claire Cardie, Sujian Li |
| 2013 | ACL | Domain-Independent Abstract Generation for Focused Meeting Summarization. | Lu Wang, Claire Cardie |
| 2013 | ACL | A Sentence Compression Based Framework to Query-Focused Multi-Document Summarization. | Lu Wang, Hema Raghavan, Vittorio Castelli, Radu Florian, Claire Cardie |
| 2013 | ACL | Joint Inference for Fine-grained Opinion Extraction. | Bishan Yang, Claire Cardie |
| 2013 | EMNLP | Identifying Manipulated Offerings on Review Portals. | Jiwei Li, Myle Ott, Claire Cardie |
| 2013 | ICWSM | A Measure of Polarization on Social Media Networks Based on Community Boundaries. | Pedro Henrique Calais Guerra, Wagner Meira Jr., Claire Cardie, Robert Kleinberg |
| 2013 | ICWSM | Properties, Prediction, and Prevalence of Useful User-Generated Comments for Descriptive Annotation of Social Media Objects. | Elaheh Momeni, Claire Cardie, Myle Ott |
| 2013 | NAACL | Negative Deceptive Opinion Spam. | Myle Ott, Claire Cardie, Jeffrey T. Hancock |
| 2012 | EMNLP | Extracting Opinion Expressions with semi-Markov Conditional Random Fields. | Bishan Yang, Claire Cardie |
| 2012 | WWW | Estimating the prevalence of deception in online review communities. | Myle Ott, Claire Cardie, Jeffrey T. Hancock |
| 2012 | SIGdial | Improving Implicit Discourse Relation Recognition Through Feature Set Optimization. | Joonsuk Park, Claire Cardie |
| 2012 | SIGdial | Unsupervised Topic Modeling Approaches to Decision Summarization in Spoken Meetings. | Lu Wang, Claire Cardie |
| 2012 | SIGdial | Focused Meeting Summarization via Unsupervised Relation Extraction. | Lu Wang, Claire Cardie |
| 2011 | ACL | Joint Bilingual Sentiment Classification with Unlabeled Parallel Corpora. | Bin Lu, Chenhao Tan, Claire Cardie, Benjamin K. Tsou |
| 2011 | ACL | Finding Deceptive Opinion Spam by Any Stretch of the Imagination. | Myle Ott, Yejin Choi, Claire Cardie, Jeffrey T. Hancock |
| 2011 | CoNLL | Reconciling OntoNotes: Unrestricted Coreference Resolution in OntoNotes with Reconcile. | Veselin Stoyanov, Uday Babbar, Pracheer Gupta, Claire Cardie |
| 2011 | EMNLP | Compositional Matrix-Space Models for Sentiment Analysis. | Ainur Yessenalina, Claire Cardie |
| 2011 | ICDM | Multi-aspect Sentiment Analysis with Topic Models. | Bin Lu, Myle Ott, Claire Cardie, Benjamin K. Tsou |
| 2011 | RANLP | Automatically Creating General-Purpose Opinion Summaries from Text. | Veselin Stoyanov, Claire Cardie |
| 2010 | ACL | Hierarchical Sequential Learning for Extracting Opinions and Their Attributes. | Yejin Choi, Claire Cardie |
| 2010 | ACL | Coreference Resolution with Reconcile. | Veselin Stoyanov, Claire Cardie, Nathan Gilbert, Ellen Riloff, David Buttler, David Hysom |
| 2010 | ACL | Automatically Generating Annotator Rationales to Improve Sentiment Classification. | Ainur Yessenalina, Yejin Choi, Claire Cardie |
| 2010 | EMNLP | Multi-Level Structured Models for Document-Level Sentiment Classification. | Ainur Yessenalina, Yisong Yue, Claire Cardie |
| 2009 | ACL | Conundrums in Noun Phrase Coreference Resolution: Making Sense of the State-of-the-Art. | Veselin Stoyanov, Nathan Gilbert, Claire Cardie, Ellen Riloff |
| 2009 | EMNLP | Adapting a Polarity Lexicon using Integer Linear Programming for Domain-Specific Sentiment Classification. | Yejin Choi, Claire Cardie |
| 2008 | COLING | The Power of Negative Thinking: Exploiting Label Disagreement in the Min-cut Classification Framework. | Mohit Bansal, Claire Cardie, Lillian Lee |
| 2008 | COLING | Topic Identification for Fine-Grained Opinion Analysis. | Veselin Stoyanov, Claire Cardie |
| 2008 | EMNLP | Learning with Compositional Semantics as Structural Inference for Subsentential Sentiment Analysis. | Yejin Choi, Claire Cardie |
| 2008 | LREC | An eRulemaking Corpus: Identifying Substantive Issues in Public Comments. | Claire Cardie, Cynthia Farina, Matt Rawding, Adil Aijaz |
| 2008 | LREC | Annotating Topics of Opinions. | Veselin Stoyanov, Claire Cardie |
| 2007 | IJCAI | Identifying Expressions of Opinion in Context. | Eric Breck, Yejin Choi, Claire Cardie |
| 2007 | NAACL | Structured Local Training and Biased Potential Functions for Conditional Random Fields with Application to Coreference Resolution. | Yejin Choi, Claire Cardie |
| 2006 | EMNLP | Joint Extraction of Entities and Relations for Opinion Recognition. | Yejin Choi, Eric Breck, Claire Cardie |
| 2006 | EMNLP | Partially Supervised Coreference Resolution for Opinion Summarization through Structured Rule Learning. | Veselin Stoyanov, Claire Cardie |
| 2005 | NAACL | Identifying Sources of Opinions with Conditional Random Fields and Extraction Patterns. | Yejin Choi, Claire Cardie, Ellen Riloff, Siddharth Patwardhan |
| 2005 | NAACL | Optimizing to Arbitrary NLP Metrics using Ensemble Selection. | Art Munson, Claire Cardie, Rich Caruana |
| 2005 | NAACL | Multi-Perspective Question Answering Using the OpQA Corpus. | Veselin Stoyanov, Claire Cardie, Janyce Wiebe |
| 2005 | NAACL | OpinionFinder: A System for Subjectivity Analysis. | Theresa Wilson, Paul Hoffmann, Swapna Somasundaran, Jason Kessler, Janyce Wiebe, Yejin Choi, Claire Cardie, Ellen Riloff, Siddharth Patwardhan |
| 2004 | COLING | Playing the Telephone Game: Determining the Hierarchical Structure of Perspective and Speech Expressions. | Eric Breck, Claire Cardie |
| 2003 | EMNLP | Bootstrapping Coreference Classifiers with Multiple Machine Learning Algorithms. | Vincent Ng, Claire Cardie |
| 2003 | NAACL | Weakly Supervised Natural Language Learning Without Redundant Views. | Vincent Ng, Claire Cardie |
| 2002 | COLING | Identifying Anaphoric and Non-Anaphoric Noun Phrases to Improve Coreference Resolution. | Vincent Ng, Claire Cardie |
| 2002 | EMNLP | Combining Sample Selection and Error-Driven Pruning for Machine Learning of Coreference Rules. | Vincent Ng, Claire Cardie |
| 2001 | EMNLP | Limitations of Co-Training for Natural Language Learning from Large Datasets. | David R. Pierce, Claire Cardie |
| 2001 | ICML | Constrained K-means Clustering with Background Knowledge. | Kiri Wagstaff, Claire Cardie, Seth Rogers, Stefan Schrdl |
| 2001 | NAACL | Multidocument Summarization via Information Extraction. | Michael White, Tanya Korelsky, Claire Cardie, Vincent Ng, David R. Pierce, Kiri Wagstaff |
| 2000 | AAAI | Clustering with Instance-Level Constraints. | Kiri Wagstaff, Claire Cardie |
| 2000 | ICML | Clustering with Instance-level Constraints. | Kiri Wagstaff, Claire Cardie |
| 1999 | AAAI | The Role of Lexicalization and Pruning for Base Noun Phrase Grammars. | Claire Cardie, David R. Pierce |
| 1999 | EMNLP | Noun Phrase Coreference as Clustering. | Claire Cardie, Kiri Wagstaff |
| 1999 | ICML | Combining Error-Driven Pruning and Classification for Partial Parsing. | Claire Cardie, Scott Anthony Mardis, David R. Pierce |
| 1998 | ACL | Error-Driven Pruning of Treebank Grammars for Base Noun Phrase Identification. | Claire Cardie, David R. Pierce |
| 1997 | ICCBR | Examining Locally Varying Weights for Nearest Neighbor Algorithms. | Nicholas R. Howe, Claire Cardie |
| 1997 | ICML | Improving Minority Class Prediction Using Case-Specific Feature Weights. | Claire Cardie, Nicholas Nowe |
| 1996 | EMNLP | Automating Feature Set Selection for Case-Based Learning of Linguistic Knowledge. | Claire Cardie |
| 1995 | IJCAI | Embedded machine learning systems for natural language processing: a general framework. | Claire Cardie |
| 1993 | AAAI | A Case-Based Approach to Knowledge Acquisition for Domain-Specific Sentence Analysis. | Claire Cardie |
| 1993 | ICML | Using Decision Trees to Improve Case-Based Learning. | Claire Cardie |
| 1993 | MuC | UMass/Hughes: description of the CIRCUS system used for MUC-5. | Wendy G. Lehnert, Joseph F. McCarthy, Stephen Soderland, Ellen Riloff, Claire Cardie, Jon Peterson, Fangfang Feng, Charles Dolan, Seth Goldman |
| 1992 | AAAI | Learning to Disambiguate Relative Pronouns. | Claire Cardie |
| 1992 | ACL | Corpus-Based Acquisition of Relative Pronoun Disambiguation Heuristics. | Claire Cardie |
| 1992 | MuC | University of Massachusetts: MUC-4 test results and analysis. | Wendy G. Lehnert, Claire Cardie, David Fisher, Joseph F. McCarthy, Ellen Riloff, Stephen Soderland |
| 1992 | MuC | University of Massachusetts: description of the CIRCUS system as used for MUC-4. | Wendy G. Lehnert, Claire Cardie, David Fisher, Joseph F. McCarthy, Ellen Riloff, Stephen Soderland |
| 1991 | AAAI | A Cognitively Plausible Approach to Understanding Complex Syntax. | Claire Cardie, Wendy G. Lehnert |
| 1991 | MuC | University of Massachusetts: MUC-3 test results and analysis. | Wendy G. Lehnert, Claire Cardie, David Fisher, Ellen Riloff, Robert Williams |
| 1991 | MuC | University of Massachusetts: description of the CIRCUS system as used for MUC-3. | Wendy G. Lehnert, Claire Cardie, David Fisher, Ellen Riloff, Robert Williams |