| 2026 | ACL | Can You Make It Sound Like You? Post-Editing LLM-Generated Text for Personal Style. | Connor Baumler, Calvin Bao, Huy Nghiem, Xinchen Yang, Marine Carpuat, Hal Daum III |
| 2026 | ACL | Reheat Nachos for Dinner? Evaluating AI Support for Cross-Cultural Communication of Neologisms. | Dayeon Ki, Yu Hou, Rachel Rudinger, Hal Daum III, Marine Carpuat, Fumeng Yang |
| 2026 | ACL | SMARTER: A Data-efficient Framework to Improve Toxicity Detection with Explanation via Self-augmenting Large Language Models. | Huy Nghiem, Advik Sachdeva, Hal Daum III |
| 2026 | CHI | When Stereotypes GTG: The Impact of Predictive Text Suggestions on Gender Bias in Human-AI Co-Writing. | Connor Baumler, Hal Daum III |
| 2026 | CHI | Surveilling Suitability: How AI Hiring Interviews Impact Job Seekers with Disabilities. | Vaishnav Kameswaran, Valentina Hong, Jazmin Clark, Yu Hou, Hal Daum III, Katie Shilton |
| 2026 | CHI | Say It My Way: Exploring Control in Conversational Visual Question Answering with Blind Users. | Farnaz Zamiri Zeraati, Yang Trista Cao, Yuehan Qiao, Hal Daum III, Hernisa Kacorri |
| 2026 | EACL | Steering Safely or Off a Cliff? Rethinking Specificity and Robustness in Inference-Time Interventions. | Navita Goyal, Hal Daum III |
| 2025 | ACL | Can Hallucination Correction Improve Video-Language Alignment? | Lingjun Zhao, Mingyang Xie, Paola Cascante-Bonilla, Hal Daum III, Kwonjoon Lee |
| 2025 | AIES | Effort-aware Fairness: Incorporating a Philosophy-informed, Human-centered Notion of Effort into Algorithmic Fairness Metrics. | Tin Trung Nguyen, Jiannan Xu, Zora Che, Phuong-Anh Nguyen-Le, Rushil Dandamudi, Donald Braman, Furong Huang, Hal Daum III, Zubin Jelveh |
| 2025 | ASSETS | Exploring Collaboration to Center the Deaf Community in Sign Language AI. | Rie Kamikubo, Abraham Glasser, Alex X. Lu, Hal Daum III, Hernisa Kacorri, Danielle Bragg |
| 2025 | EMNLP | Who's the Author? How Explanations Impact User Reliance in AI-Assisted Authorship Attribution. | Calvin Bao, Connor Baumler, Hal Daum III, Marine Carpuat |
| 2025 | EMNLP | An Interdisciplinary Approach to Human-Centered Machine Translation. | Marine Carpuat, Omri Asscher, Kalika Bali, Luisa Bentivogli, Frdric Blain, Lynne Bowker, Monojit Choudhury, Hal Daum III, Kevin Duh, Ge Gao, Alvin Grissom II, Marzena Karpinska, Elaine C. Khoong, William D. Lewis, Andr F. T. Martins, Mary Nurminen, Douglas W. Oard, Maja Popovic, Michel Simard, Franois Yvon |
| 2025 | EMNLP | Investigating Dictionary Expansion for Video-based Sign Language Dictionaries. | Aashaka Desai, Daniela Massiceti, Richard E. Ladner, Hal Daum III, Danielle Bragg, Alex Xijie Lu |
| 2025 | EMNLP | 'Rich Dad, Poor Lad': How do Large Language Models Contextualize Socioeconomic Factors in College Admission ? | Huy Nghiem, Phuong-Anh Nguyen-Le, John Prindle, Rachel Rudinger, Hal Daum III |
| 2025 | EMNLP | A Necessary Step toward Faithfulness: Measuring and Improving Consistency in Free-Text Explanations. | Lingjun Zhao, Hal Daum III |
| 2025 | ICAIL | Which Demographic Features Are Relevant for Individual Fairness Evaluation of U.S. Recidivism Risk Assessment Tools? | Tin Trung Nguyen, Jiannan Xu, Phuong-Anh Nguyen-Le, Jonathan Lazar, Donald Braman, Hal Daum III, Zubin Jelveh |
| 2025 | ICLR | Natural Language Inference Improves Compositionality in Vision-Language Models. | Paola Cascante-Bonilla, Yu Hou, Yang Trista Cao, Hal Daum III, Rachel Rudinger |
| 2025 | ICLR | TraceVLA: Visual Trace Prompting Enhances Spatial-Temporal Awareness for Generalist Robotic Policies. | Ruijie Zheng, Yongyuan Liang, Shuaiyi Huang, Jianfeng Gao, Hal Daum III, Andrey Kolobov, Furong Huang, Jianwei Yang |
| 2025 | NAACL | Language Models Predict Empathy Gaps Between Social In-groups and Out-groups. | Yu Hou, Hal Daum III, Rachel Rudinger |
| 2025 | NAACL | My LLM might Mimic AAE - But When Should It? | Sandra Sandoval, Christabel Acquaye, Kwesi A. Cobbina, Mohammad Nayeem Teli, Hal Daum III |
| 2024 | ACL | Understanding the Impacts of Language Technologies' Performance Disparities on African American Language Speakers. | Jay Cunningham, Su Lin Blodgett, Michael Madaio, Hal Daum III, Christina N. Harrington, Hanna M. Wallach |
| 2024 | EMNLP | Toxicity Detection is NOT all you Need: Measuring the Gaps to Supporting Volunteer Content Moderators through a User-Centric Method. | Yang Trista Cao, Lovely-Frances Domingo, Sarah A. Gilbert, Michelle L. Mazurek, Katie Shilton, Hal Daum III |
| 2024 | EMNLP | Do great minds think alike? Investigating Human-AI Complementarity in Question Answering with CAIMIRA. | Maharshi Gor, Hal Daum III, Tianyi Zhou, Jordan L. Boyd-Graber |
| 2024 | EMNLP | HateCOT: An Explanation-Enhanced Dataset for Generalizable Offensive Speech Detection via Large Language Models. | Huy Nghiem, Hal Daum III |
| 2024 | EMNLP | "You Gotta be a Doctor, Lin" : An Investigation of Name-Based Bias of Large Language Models in Employment Recommendations. | Huy Nghiem, John Prindle, Jieyu Zhao, Hal Daum III |
| 2024 | EMNLP | ASL STEM Wiki: Dataset and Benchmark for Interpreting STEM Articles. | Kayo Yin, Chinmay Singh, Fyodor Minakov, Vanessa Milan, Hal Daum III, Cyril Zhang, Alex Lu, Danielle Bragg |
| 2024 | EMNLP | Successfully Guiding Humans with Imperfect Instructions by Highlighting Potential Errors and Suggesting Corrections. | Lingjun Zhao, Khanh Nguyen, Hal Daum III |
| 2024 | ICLR | DrM: Mastering Visual Reinforcement Learning through Dormant Ratio Minimization. | Guowei Xu, Ruijie Zheng, Yongyuan Liang, Xiyao Wang, Zhecheng Yuan, Tianying Ji, Yu Luo, Xiaoyu Liu, Jiaxin Yuan, Pu Hua, Shuzhen Li, Yanjie Ze, Hal Daum III, Furong Huang, Huazhe Xu |
| 2024 | ICML | PRISE: LLM-Style Sequence Compression for Learning Temporal Action Abstractions in Control. | Ruijie Zheng, Ching-An Cheng, Hal Daum III, Furong Huang, Andrey Kolobov |
| 2024 | ICML | Premier-TACO is a Few-Shot Policy Learner: Pretraining Multitask Representation via Temporal Action-Driven Contrastive Loss. | Ruijie Zheng, Yongyuan Liang, Xiyao Wang, Shuang Ma, Hal Daum III, Huazhe Xu, John Langford, Praveen Palanisamy, Kalyan Shankar Basu, Furong Huang |
| 2024 | IUI | The Impact of Explanations on Fairness in Human-AI Decision-Making: Protected vs Proxy Features. | Navita Goyal, Connor Baumler, Tin Nguyen, Hal Daum III |
| 2024 | NAACL | Large Language Models Help Humans Verify Truthfulness - Except When They Are Convincingly Wrong. | Chenglei Si, Navita Goyal, Tongshuang Wu, Chen Zhao, Shi Feng, Hal Daum III, Jordan L. Boyd-Graber |
| 2023 | ACL | Which Examples Should be Multiply Annotated? Active Learning When Annotators May Disagree. | Connor Baumler, Anna Sotnikova, Hal Daum III |
| 2023 | ACL | FairPrism: Evaluating Fairness-Related Harms in Text Generation. | Eve Fleisig, Aubrie Amstutz, Chad Atalla, Su Lin Blodgett, Hal Daum III, Alexandra Olteanu, Emily Sheng, Dan Vann, Hanna M. Wallach |
| 2023 | ACL | Factual or Contextual? Disentangling Error Types in Entity Description Generation. | Navita Goyal, Ani Nenkova, Hal Daum III |
| 2023 | ACL | It Takes Two to Tango: Navigating Conceptualizations of NLP Tasks and Measurements of Performance. | Arjun Subramonian, Xingdi Yuan, Hal Daum III, Su Lin Blodgett |
| 2023 | ACL | Define, Evaluate, and Improve Task-Oriented Cognitive Capabilities for Instruction Generation Models. | Lingjun Zhao, Khanh Nguyen, Hal Daum III |
| 2023 | CHI | Human-Centered Explainable AI (HCXAI): Coming of Age. | Upol Ehsan, Philipp Wintersberger, Elizabeth Anne Watkins, Carina Manger, Gonzalo A. Ramos, Justin D. Weisz, Hal Daum III, Andreas Riener, Mark O. Riedl |
| 2023 | EMNLP | Towards Conceptualization of "Fair Explanation": Disparate Impacts of anti-Asian Hate Speech Explanations on Content Moderators. | Tin Nguyen, Jiannan Xu, Aayushi Roy, Hal Daum III, Marine Carpuat |
| 2023 | EMNLP | What Else Do I Need to Know? The Effect of Background Information on Users' Reliance on QA Systems. | Navita Goyal, Eleftheria Briakou, Amanda Liu, Connor Baumler, Claire Bonial, Jeffrey Micher, Clare R. Voss, Marine Carpuat, Hal Daum III |
| 2023 | EMNLP | A Rose by Any Other Name would not Smell as Sweet: Social Bias in Names Mistranslation. | Sandra Sandoval, Jieyu Zhao, Marine Carpuat, Hal Daum III |
| 2023 | EMNLP | Hallucination Detection for Grounded Instruction Generation. | Lingjun Zhao, Khanh Nguyen, Hal Daum III |
| 2022 | CHI | Human-Centered Explainable AI (HCXAI): Beyond Opening the Black-Box of AI. | Upol Ehsan, Philipp Wintersberger, Q. Vera Liao, Elizabeth Anne Watkins, Carina Manger, Hal Daum III, Andreas Riener, Mark O. Riedl |
| 2022 | ICML | A Framework for Learning to Request Rich and Contextually Useful Information from Humans. | Khanh X. Nguyen, Yonatan Bisk, Hal Daum III |
| 2022 | IJCNLP | What's Different between Visual Question Answering for Machine "Understanding" Versus for Accessibility? | Yang Trista Cao, Kyle Seelman, Kyungjun Lee, Hal Daum III |
| 2022 | NAACL | Theory-Grounded Measurement of U.S. Social Stereotypes in English Language Models. | Yang Trista Cao, Anna Sotnikova, Hal Daum III, Rachel Rudinger, Linda Zou |
| 2022 | NAACL | Deconstructing NLG Evaluation: Evaluation Practices, Assumptions, and Their Implications. | Kaitlyn Zhou, Su Lin Blodgett, Adam Trischler, Hal Daum III, Kaheer Suleman, Alexandra Olteanu |
| 2021 | AAAI | Meta-Learning Effective Exploration Strategies for Contextual Bandits. | Amr Sharaf, Hal Daum III |
| 2021 | AAAI | A Novice-Reviewer Experiment to Address Scarcity of Qualified Reviewers in Large Conferences. | Ivan Stelmakh, Nihar B. Shah, Aarti Singh, Hal Daum III |
| 2021 | ACL | Analyzing Stereotypes in Generative Text Inference Tasks. | Anna Sotnikova, Yang Trista Cao, Hal Daum III, Rachel Rudinger |
| 2021 | EMNLP | Distantly-Supervised Dense Retrieval Enables Open-Domain Question Answering without Evidence Annotation. | Chen Zhao, Chenyan Xiong, Jordan L. Boyd-Graber, Hal Daum III |
| 2021 | HCOMP | From Human Explanation to Model Interpretability: A Framework Based on Weight of Evidence. | David Alvarez-Melis, Harmanpreet Kaur, Hal Daum III, Hanna M. Wallach, Jennifer Wortman Vaughan |
| 2021 | NAACL | Multi-Step Reasoning Over Unstructured Text with Beam Dense Retrieval. | Chen Zhao, Chenyan Xiong, Jordan L. Boyd-Graber, Hal Daum III |
| 2020 | ACL | Language (Technology) is Power: A Critical Survey of "Bias" in NLP. | Su Lin Blodgett, Solon Barocas, Hal Daum III, Hanna M. Wallach |
| 2020 | ACL | Active Imitation Learning with Noisy Guidance. | Kiant Brantley, Hal Daum III, Amr Sharaf |
| 2020 | ACL | Toward Gender-Inclusive Coreference Resolution. | Yang Trista Cao, Hal Daum III |
| 2020 | EMNLP | On the Potential of Lexico-logical Alignments for Semantic Parsing to SQL Queries. | Tianze Shi, Chen Zhao, Jordan L. Boyd-Graber, Hal Daum III, Lillian Lee |
| 2020 | SIGIR | Operationalizing the Legal Principle of Data Minimization for Personalization. | Asia J. Biega, Peter Potash, Hal Daum III, Fernando Diaz, Michle Finck |
| 2019 | CHI | Improving Fairness in Machine Learning Systems: What Do Industry Practitioners Need? | Kenneth Holstein, Jennifer Wortman Vaughan, Hal Daum III, Miroslav Dudk, Hanna M. Wallach |
| 2019 | EMNLP | Help, Anna! Visual Navigation with Natural Multimodal Assistance via Retrospective Curiosity-Encouraging Imitation Learning. | Khanh Nguyen, Hal Daum III |
| 2019 | EMNLP | Comparing and Developing Tools to Measure the Readability of Domain-Specific Texts. | Elissa M. Redmiles, Lisa N. Maszkiewicz, Emily Hwang, Dhruv Kuchhal, Everest Liu, Miraida Morales, Denis Peskov, Sudha Rao, Rock Stevens, Kristina Gligoric, Sean Kross, Michelle L. Mazurek, Hal Daum III |
| 2019 | ICML | Contextual Memory Trees. | Wen Sun, Alina Beygelzimer, Hal Daum III, John Langford, Paul Mineiro |
| 2019 | ICML | Non-Monotonic Sequential Text Generation. | Sean Welleck, Kiant Brantley, Hal Daum III, Kyunghyun Cho |
| 2019 | ICML | Warm-starting Contextual Bandits: Robustly Combining Supervised and Bandit Feedback. | Chicheng Zhang, Alekh Agarwal, Hal Daum III, John Langford, Sahand Negahban |
| 2019 | NAACL | Answer-based Adversarial Training for Generating Clarification Questions. | Sudha Rao, Hal Daum III |
| 2018 | ACL | Learning to Ask Good Questions: Ranking Clarification Questions using Neural Expected Value of Perfect Information. | Sudha Rao, Hal Daum III |
| 2018 | EMNLP | Content Selection in Deep Learning Models of Summarization. | Chris Kedzie, Kathleen R. McKeown, Hal Daum III |
| 2018 | ICLR | Residual Loss Prediction: Reinforcement Learning With No Incremental Feedback. | Hal Daum III, John Langford, Amr Sharaf |
| 2018 | ICML | Hierarchical Imitation and Reinforcement Learning. | Hoang Minh Le, Nan Jiang, Alekh Agarwal, Miroslav Dudk, Yisong Yue, Hal Daum III |
| 2017 | AAAI | Unsupervised Learning of Evolving Relationships Between Literary Characters. | Snigdha Chaturvedi, Mohit Iyyer, Hal Daum III |
| 2017 | CVPR | The Amazing Mysteries of the Gutter: Drawing Inferences Between Panels in Comic Book Narratives. | Mohit Iyyer, Varun Manjunatha, Anupam Guha, Yogarshi Vyas, Jordan L. Boyd-Graber, Hal Daum III, Larry S. Davis |
| 2017 | EMNLP | Reinforcement Learning for Bandit Neural Machine Translation with Simulated Human Feedback. | Khanh Nguyen, Hal Daum III, Jordan L. Boyd-Graber |
| 2017 | EMNLP | Structured Prediction via Learning to Search under Bandit Feedback. | Amr Sharaf, Hal Daum III |
| 2017 | ICML | Logarithmic Time One-Against-Some. | Hal Daum III, Nikos Karampatziakis, John Langford, Paul Mineiro |
| 2017 | ICML | Active Learning for Cost-Sensitive Classification. | Akshay Krishnamurthy, Alekh Agarwal, Tzu-Kuo Huang, Hal Daum III, John Langford |
| 2016 | AAAI | Short Text Representation for Detecting Churn in Microblogs. | Hadi Amiri, Hal Daum III |
| 2016 | AAAI | Ask, and Shall You Receive? Understanding Desire Fulfillment in Natural Language Text. | Snigdha Chaturvedi, Dan Goldwasser, Hal Daum III |
| 2016 | AAAI | Modeling Evolving Relationships Between Characters in Literary Novels. | Snigdha Chaturvedi, Shashank Srivastava, Hal Daum III, Chris Dyer |
| 2016 | ACL | Learning Text Pair Similarity with Context-sensitive Autoencoders. | Hadi Amiri, Philip Resnik, Jordan L. Boyd-Graber, Hal Daum III |
| 2016 | NAACL | The UMD CLPsych 2016 Shared Task System: Text Representation for Predicting Triage of Forum Posts about Mental Health. | Meir Friedenberg, Hadi Amiri, Hal Daum III, Philip Resnik |
| 2016 | NAACL | Interpretese vs. Translationese: The Uniqueness of Human Strategies in Simultaneous Interpretation. | He He, Jordan L. Boyd-Graber, Hal Daum III |
| 2016 | NAACL | Feuding Families and Former Friends: Unsupervised Learning for Dynamic Fictional Relationships. | Mohit Iyyer, Anupam Guha, Snigdha Chaturvedi, Jordan L. Boyd-Graber, Hal Daum III |
| 2015 | AAAI | Target-Dependent Churn Classification in Microblogs. | Hadi Amiri, Hal Daum III |
| 2015 | ACL | Deep Unordered Composition Rivals Syntactic Methods for Text Classification. | Mohit Iyyer, Varun Manjunatha, Jordan L. Boyd-Graber, Hal Daum III |
| 2015 | ACL | Why discourse affects speakers' choice of referring expressions. | Naho Orita, Eliana Vornov, Naomi Feldman, Hal Daum III |
| 2015 | EMNLP | Syntax-based Rewriting for Simultaneous Machine Translation. | He He, Alvin Grissom II, John Morgan, Jordan L. Boyd-Graber, Hal Daum III |
| 2015 | ICML | Learning to Search Better than Your Teacher. | Kai-Wei Chang, Akshay Krishnamurthy, Alekh Agarwal, Hal Daum III, John Langford |
| 2015 | NAACL | Hands-on Learning to Search for Structured Prediction. | Hal Daum III, John Langford, Kai-Wei Chang, He He, Sudha Rao |
| 2015 | NAACL | Dialogue focus tracking for zero pronoun resolution. | Sudha Rao, Allyson Ettinger, Hal Daum III, Philip Resnik |
| 2014 | AAAI | Learning Latent Engagement Patterns of Students in Online Courses. | Arti Ramesh, Dan Goldwasser, Bert Huang, Hal Daum III, Lise Getoor |
| 2014 | ACL | Predicting Instructor's Intervention in MOOC forums. | Snigdha Chaturvedi, Dan Goldwasser, Hal Daum III |
| 2014 | ACL | A Unified Model for Soft Linguistic Reordering Constraints in Statistical Machine Translation. | Junhui Li, Yuval Marton, Philip Resnik, Hal Daum III |
| 2014 | EACL | "I Object!" Modeling Latent Pragmatic Effects in Courtroom Dialogues. | Dan Goldwasser, Hal Daum III |
| 2014 | EMNLP | Don't Until the Final Verb Wait: Reinforcement Learning for Simultaneous Machine Translation. | Alvin Grissom II, He He, Jordan L. Boyd-Graber, John Morgan, Hal Daum III |
| 2014 | EMNLP | A Neural Network for Factoid Question Answering over Paragraphs. | Mohit Iyyer, Jordan L. Boyd-Graber, Leonardo Max Batista Claudino, Richard Socher, Hal Daum III |
| 2013 | ACL | SenseSpotting: Never let your parallel data tie you to an old domain. | Marine Carpuat, Hal Daum III, Katharine Henry, Ann Irvine, Jagadeesh Jagarlamudi, Rachel Rudinger |
| 2013 | EMNLP | Dynamic Feature Selection for Dependency Parsing. | He He, Hal Daum III, Jason Eisner |
| 2013 | EMNLP | Monolingual Marginal Matching for Translation Model Adaptation. | Ann Irvine, Chris Quirk, Hal Daum III |
| 2013 | ICASSP | Kernel regression for Head-Related Transfer Function interpolation and spectral extrema extraction. | Yuancheng Luo, Dmitry N. Zotkin, Hal Daum III, Ramani Duraiswami |
| 2013 | ICDM | Discriminatively Enhanced Topic Models. | Snigdha Chaturvedi, Hal Daum III, Taesun Moon |
| 2013 | ICML | Predictable Dual-View Hashing. | Mohammad Rastegari, Jonghyun Choi, Shobeir Fakhraei, Hal Daum III, Larry S. Davis |
| 2013 | NAACL | Modeling Syntactic and Semantic Structures in Hierarchical Phrase-based Translation. | Junhui Li, Philip Resnik, Hal Daum III |
| 2012 | ALT | Efficient Protocols for Distributed Classification and Optimization. | Hal Daum III, Jeff M. Phillips, Avishek Saha, Suresh Venkatasubramanian |
| 2012 | CVPR | Understanding and predicting importance in images. | Alexander C. Berg, Tamara L. Berg, Hal Daum III, Jesse Dodge, Amit Goyal, Xufeng Han, Alyssa C. Mensch, Margaret Mitchell, Aneesh Sood, Karl Stratos, Kota Yamaguchi |
| 2012 | CVPR | Generalized Multiview Analysis: A discriminative latent space. | Abhishek Sharma, Abhishek Kumar, Hal Daum III, David W. Jacobs |
| 2012 | EACL | Incorporating Lexical Priors into Topic Models. | Jagadeesh Jagarlamudi, Hal Daum III, Raghavendra Udupa |
| 2012 | EACL | Midge: Generating Image Descriptions From Computer Vision Detections. | Margaret Mitchell, Jesse Dodge, Amit Goyal, Kota Yamaguchi, Karl Stratos, Xufeng Han, Alyssa C. Mensch, Alexander C. Berg, Tamara L. Berg, Hal Daum III |
| 2012 | EMNLP | Besting the Quiz Master: Crowdsourcing Incremental Classification Games. | Jordan L. Boyd-Graber, Brianna Satinoff, He He, Hal Daum III |
| 2012 | EMNLP | Sketch Algorithms for Estimating Point Queries in NLP. | Amit Goyal, Hal Daum III, Graham Cormode |
| 2012 | EMNLP | Fast Large-Scale Approximate Graph Construction for NLP. | Amit Goyal, Hal Daum III, Raul Guerra |
| 2012 | EMNLP | Regularized Interlingual Projections: Evaluation on Multilingual Transliteration. | Jagadeesh Jagarlamudi, Hal Daum III |
| 2012 | ICDM | Sensor Network Localization for Moving Sensors. | Arvind Agarwal, Hal Daum III, Jeff M. Phillips, Suresh Venkatasubramanian |
| 2012 | ICML | Learning Task Grouping and Overlap in Multi-task Learning. | Abhishek Kumar, Hal Daum III |
| 2012 | ICML | A Binary Classification Framework for Two-Stage Multiple Kernel Learning. | Abhishek Kumar, Alexandru Niculescu-Mizil, Koray Kavukcuoglu, Hal Daum III |
| 2012 | ICML | Flexible Modeling of Latent Task Structures in Multitask Learning. | Alexandre Passos, Piyush Rai, Jacques Wainer, Hal Daum III |
| 2012 | ICRA | Towards a Watson that sees: Language-guided action recognition for robots. | Ching Lik Teo, Yezhou Yang, Hal Daum III, Cornelia Fermller, Yiannis Aloimonos |
| 2012 | NAACL | Detecting Visual Text. | Jesse Dodge, Amit Goyal, Xufeng Han, Alyssa C. Mensch, Margaret Mitchell, Karl Stratos, Kota Yamaguchi, Yejin Choi, Hal Daum III, Alexander C. Berg, Tamara L. Berg |
| 2012 | NAACL | Low-Dimensional Discriminative Reranking. | Jagadeesh Jagarlamudi, Hal Daum III |
| 2011 | AAAI | Lossy Conservative Update (LCU) Sketch: Succinct Approximate Count Storage. | Amit Goyal, Hal Daum III |
| 2011 | AAAI | A Corpus-Guided Framework for Robotic Visual Perception. | Ching Lik Teo, Yezhou Yang, Hal Daum III, Cornelia Fermller, Yiannis Aloimonos |
| 2011 | ACL | Beyond Structured Prediction: Inverse Reinforcement Learning. | Hal Daum III |
| 2011 | ACL | Domain Adaptation for Machine Translation by Mining Unseen Words. | Hal Daum III, Jagadeesh Jagarlamudi |
| 2011 | ACL | From Bilingual Dictionaries to Interlingual Document Representations. | Jagadeesh Jagarlamudi, Hal Daum III, Raghavendra Udupa |
| 2011 | EMNLP | Approximate Scalable Bounded Space Sketch for Large Data NLP. | Amit Goyal, Hal Daum III |
| 2011 | EMNLP | Improving Bilingual Projections via Sparse Covariance Matrices. | Jagadeesh Jagarlamudi, Raghavendra Udupa, Hal Daum III, Abhijit Bhole |
| 2011 | EMNLP | Corpus-Guided Sentence Generation of Natural Images. | Yezhou Yang, Ching Lik Teo, Hal Daum III, Yiannis Aloimonos |
| 2011 | ICML | A Co-training Approach for Multi-view Spectral Clustering. | Abhishek Kumar, Hal Daum III |
| 2011 | ICML | Beam Search based MAP Estimates for the Indian Buffet Process. | Piyush Rai, Hal Daum III |
| 2011 | IJCAI | A Geometric View of Conjugate Priors. | Arvind Agarwal, Hal Daum III |
| 2010 | AAAI | Kernelized Sorting for Natural Language Processing. | Jagadeesh Jagarlamudi, Seth Juarez, Hal Daum III |
| 2010 | CIKM | Exploiting tag and word correlations for improved webpage clustering. | Anusua Trivedi, Piyush Rai, Scott L. DuVall, Hal Daum III |
| 2010 | ECIR | Extracting Multilingual Topics from Unaligned Comparable Corpora. | Jagadeesh Jagarlamudi, Hal Daum III |
| 2010 | EMNLP | Automatically Producing Plot Unit Representations for Narrative Text. | Amit Goyal, Ellen Riloff, Hal Daum III |
| 2009 | ACL | Markov Random Topic Fields. | Hal Daum III |
| 2009 | ICML | Unsupervised search-based structured prediction. | Hal Daum III |
| 2009 | IJCAI | Exponential Family Hybrid Semi-Supervised Learning. | Arvind Agarwal, Hal Daum III |
| 2009 | IJCAI | Streamed Learning: One-Pass SVMs. | Piyush Rai, Hal Daum III, Suresh Venkatasubramanian |
| 2009 | NAACL | Non-Parametric Bayesian Areal Linguistics. | Hal Daum III |
| 2009 | NAACL | Streaming for large scale NLP: Language Modeling. | Amit Goyal, Hal Daum III, Suresh Venkatasubramanian |
| 2009 | UAI | Bayesian Multitask Learning with Latent Hierarchies. | Hal Daum III |
| 2008 | ACL | Name Translation in Statistical Machine Translation - Learning When to Transliterate. | Ulf Hermjakob, Kevin Knight, Hal Daum III |
| 2008 | EMNLP | Cross-Task Knowledge-Constrained Self Training. | Hal Daum III |
| 2008 | ICML | Structure compilation: trading structure for features. | Percy Liang, Hal Daum III, Dan Klein |
| 2007 | ACL | Frustratingly Easy Domain Adaptation. | Hal Daum III |
| 2007 | ACL | A Bayesian Model for Discovering Typological Implications. | Hal Daum III, Lyle Campbell |
| 2006 | ACL | Bayesian Query-Focused Summarization. | Hal Daum III, Daniel Marcu |
| 2006 | NAACL | Beyond EM: Bayesian Techniques for Human Language Technology Researchers. | Hal Daum III |
| 2005 | ICML | Learning as search optimization: approximate large margin methods for structured prediction. | Hal Daum III, Daniel Marcu |
| 2005 | NAACL | A Large-Scale Exploration of Effective Global Features for a Joint Entity Detection and Tracking Model. | Hal Daum III, Daniel Marcu |
| 2004 | EMNLP | A Phrase-Based HMM Approach to Document/Abstract Alignment. | Hal Daum III, Daniel Marcu |
| 2004 | EMNLP | NP Bracketing by Maximum Entropy Tagging and SVM Reranking. | Hal Daum III, Daniel Marcu |
| 2004 | NAACL | Web Search Intent Induction via Automatic Query Reformulation. | Hal Daum III, Eric Brill |
| 2002 | ACL | A Noisy-Channel Model for Document Compression. | Hal Daum III, Daniel Marcu |
| 2002 | INLG | The Importance of Lexicalized Syntax Models for Natural Language Generation Tasks. | Hal Daum III, Kevin Knight, Irene Langkilde-Geary, Daniel Marcu, Kenji Yamada |
| 2001 | NAACL | Integrated Information Management: An Interactive, Extensible Architecture for Information Retrieval. | Eric Nyberg, Hal Daum III |