Hal Daumé

Most-cited papers

Datasheets for datasets
T. Gebru, Jamie H. Morgenstern, Briana Vecchione, Jennifer Wortman Vaughan +3 more
2018Communications of the ACM3,777 citations Open access
Semantic Scholar
Improving Fairness in Machine Learning Systems: What Do Industry Practitioners Need?
Kenneth Holstein, Jennifer Wortman Vaughan, Hal Daumé, Miroslav Dudík +1 more
2018International Conference on Human Factors in Computing Systems1,076 citations
Semantic Scholar
Deep Unordered Composition Rivals Syntactic Methods for Text Classification
M. Iyyer, Varun Manjunatha, J. Boyd-Graber, Hal Daumé
2015Annual Meeting of the Association for Computational Linguistics846 citations Open access
Semantic Scholar
Opponent Modeling in Deep Reinforcement Learning
He He, J. Boyd-Graber, K. Kwok, Hal Daumé
2016International Conference on Machine Learning391 citations
Semantic Scholar
When Does Machine Learning FAIL? Generalized Transferability for Evasion and Poisoning Attacks
Octavian Suciu, R. Mărginean, Yiğitcan Kaya, Hal Daumé +1 more
2018USENIX Security Symposium326 citations
Semantic Scholar
Learning to Search in Branch and Bound Algorithms
He He, Hal Daumé, Jason Eisner
2014Neural Information Processing Systems288 citations
Semantic Scholar
Learning to Ask Good Questions: Ranking Clarification Questions using Neural Expected Value of Perfect Information
Sudha Rao, Hal Daumé
2018Annual Meeting of the Association for Computational Linguistics251 citations Open access
Semantic Scholar
Expert, Crowdsourced, and Machine Assessment of Suicide Risk via Online Postings
Han-Chin Shing, Suraj Nair, Ayah Zirikly, Meir Friedenberg +2 more
2018CLPsych@NAACL-HTL245 citations Open access
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Learning to Search Better than Your Teacher
Kai-Wei Chang, A. Krishnamurthy, Alekh Agarwal, Hal Daumé +1 more
2015International Conference on Machine Learning241 citations
Semantic Scholar
Hierarchical Imitation and Reinforcement Learning
Hoang Minh Le, Nan Jiang, Alekh Agarwal, Miroslav Dudík +2 more
2018International Conference on Machine Learning226 citations
Semantic Scholar
Help, Anna! Visual Navigation with Natural Multimodal Assistance via Retrospective Curiosity-Encouraging Imitation Learning
Khanh Nguyen, Hal Daumé
2019Conference on Empirical Methods in Natural Language Processing177 citations Open access
Semantic Scholar
Content Selection in Deep Learning Models of Summarization
Chris Kedzie, K. McKeown, Hal Daumé
2018Conference on Empirical Methods in Natural Language Processing163 citations Open access
Semantic Scholar
Toward Gender-Inclusive Coreference Resolution
Yang Trista Cao, Hal Daumé
2019Annual Meeting of the Association for Computational Linguistics162 citations Open access
Semantic Scholar
Feuding Families and Former Friends: Unsupervised Learning for Dynamic Fictional Relationships
M. Iyyer, Anupam Guha, Snigdha Chaturvedi, J. Boyd-Graber +1 more
2016North American Chapter of the Association for Computational Linguistics158 citations Open access
Semantic Scholar
Reinforcement Learning for Bandit Neural Machine Translation with Simulated Human Feedback
Khanh Nguyen, Hal Daumé, J. Boyd-Graber
2017Conference on Empirical Methods in Natural Language Processing151 citations Open access
Semantic Scholar
Non-Monotonic Sequential Text Generation
Kianté Brantley, Kyunghyun Cho, Hal Daumé, S. Welleck
2019International Conference on Machine Learning145 citations
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Learning Latent Engagement Patterns of Students in Online Courses
Arti Ramesh, Dan Goldwasser, Bert Huang, Hal Daumé +1 more
2014AAAI Conference on Artificial Intelligence143 citations Open access
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Answer-based Adversarial Training for Generating Clarification Questions
Sudha Rao, Hal Daumé
2019North American Chapter of the Association for Computational Linguistics131 citations Open access
Semantic Scholar
The Amazing Mysteries of the Gutter: Drawing Inferences Between Panels in Comic Book Narratives
M. Iyyer, Varun Manjunatha, Anupam Guha, Yogarshi Vyas +3 more
2016Computer Vision and Pattern Recognition124 citations
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Spoken Language Interaction with Robots: Research Issues and Recommendations, Report from the NSF Future Directions Workshop
M. Marge, C. Espy-Wilson, Nigel G. Ward, A. Alwan +24 more
2020Computer Speech and Language114 citations Open access
Semantic Scholar
Reinforcement Learning with Convex Constraints
Sobhan Miryoosefi, Kianté Brantley, Hal Daumé, Miroslav Dudík +1 more
2019Neural Information Processing Systems104 citations
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Towards Linguistically Generalizable NLP Systems: A Workshop and Shared Task
Allyson Ettinger, Sudha Rao, Hal Daumé, Emily M. Bender
2017Proceedings of the First Workshop on Building Linguistically Generalizable NLP Systems96 citations Open access
Semantic Scholar
Understanding MOOC Discussion Forums using Seeded LDA
Arti Ramesh, Dan Goldwasser, Bert Huang, Hal Daumé +1 more
2014BEA@ACL95 citations Open access
Semantic Scholar
Active Learning for Cost-Sensitive Classification
A. Krishnamurthy, Alekh Agarwal, Tzu-Kuo Huang, Hal Daumé +1 more
2017International Conference on Machine Learning91 citations
Semantic Scholar
Biomedical Event Extraction using Abstract Meaning Representation
Sudha Rao, D. Marcu, Kevin Knight, Hal Daumé
2017Workshop on Biomedical Natural Language Processing85 citations Open access
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Predicting Instructor’s Intervention in MOOC forums
Snigdha Chaturvedi, Dan Goldwasser, Hal Daumé
2014Annual Meeting of the Association for Computational Linguistics85 citations Open access
Semantic Scholar
Predicting the impact of scientific concepts using full‐text features
K. McKeown, Hal Daumé, Snigdha Chaturvedi, John Paparrizos +16 more
2016J. Assoc. Inf. Sci. Technol.81 citations Open access
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Large Scale Retrieval and Generation of Image Descriptions
Vicente Ordonez, Xufeng Han, Polina Kuznetsova, Girish Kulkarni +10 more
2015International Journal of Computer Vision80 citations Open access
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Seamful XAI: Operationalizing Seamful Design in Explainable AI
Upol Ehsan, Q. Liao, Samir Passi, Mark O. Riedl +1 more
2022Proc. ACM Hum. Comput. Interact.67 citations
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Interpretese vs. Translationese: The Uniqueness of Human Strategies in Simultaneous Interpretation
He He, J. Boyd-Graber, Hal Daumé
2016North American Chapter of the Association for Computational Linguistics66 citations Open access
Semantic Scholar
Unsupervised Learning of Evolving Relationships Between Literary Characters
Snigdha Chaturvedi, M. Iyyer, Hal Daumé
2017AAAI Conference on Artificial Intelligence62 citations Open access
Semantic Scholar
Modeling Evolving Relationships Between Characters in Literary Novels
Snigdha Chaturvedi, Shashank Srivastava, Hal Daumé, Chris Dyer
2016AAAI Conference on Artificial Intelligence53 citations Open access
Semantic Scholar
Warm-starting Contextual Bandits: Robustly Combining Supervised and Bandit Feedback
Chicheng Zhang, Alekh Agarwal, Hal Daumé, John Langford +1 more
2019International Conference on Machine Learning51 citations
Semantic Scholar
Logarithmic Time One-Against-Some
Hal Daumé, Nikos Karampatziakis, John Langford, Paul Mineiro
2016International Conference on Machine Learning46 citations
Semantic Scholar
Learning Text Pair Similarity with Context-sensitive Autoencoders
H. Amiri, P. Resnik, Jordan L. Boyd-Graber, Hal Daumé
2016Annual Meeting of the Association for Computational Linguistics45 citations Open access
Semantic Scholar
FairPrism: Evaluating Fairness-Related Harms in Text Generation
Eve Fleisig, Aubrie Amstutz, C. Atalla, Su Lin Blodgett +5 more
2023Annual Meeting of the Association for Computational Linguistics43 citations Open access
Semantic Scholar
Global Voices: Crossing Borders in Automatic News Summarization
Khanh Nguyen, Hal Daumé
2019Conference on Empirical Methods in Natural Language Processing41 citations Open access
Semantic Scholar
Syntax-based Rewriting for Simultaneous Machine Translation
He He, Alvin Grissom II, John Morgan, J. Boyd-Graber +1 more
2015Conference on Empirical Methods in Natural Language Processing37 citations Open access
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Which Examples Should be Multiply Annotated? Active Learning When Annotators May Disagree
Connor Baumler, Anna Sotnikova, Hal Daumé
2023Annual Meeting of the Association for Computational Linguistics33 citations Open access
Semantic Scholar
The meaning and measurement of bias: lessons from natural language processing
Abigail Z. Jacobs, Su Lin Blodgett, S. Barocas, Hal Daumé +1 more
2020FAT*31 citations
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Why discourse affects speakers’ choice of referring expressions
Naho Orita, Eliana Vornov, Naomi H. Feldman, Hal Daumé
2015Annual Meeting of the Association for Computational Linguistics31 citations Open access
Semantic Scholar
Short Text Representation for Detecting Churn in Microblogs
Hadi Amiri, Hal Daumé
2016AAAI Conference on Artificial Intelligence27 citations Open access
Semantic Scholar
Learning Reductions That Really Work
A. Beygelzimer, Hal Daumé, John Langford, Paul Mineiro
2015Proceedings of the IEEE25 citations Open access
Semantic Scholar
Understanding the Impacts of Language Technologies' Performance Disparities on African American Language Speakers
Jay Cunningham, Su Lin Blodgett, Michael A. Madaio, Hal Daumé +2 more
2024Annual Meeting of the Association for Computational Linguistics24 citations
Semantic Scholar
Multilingual large language models leak human stereotypes across language boundaries
Yang Trista Cao, Anna Sotnikova, Jieyu Zhao, Linda X. Zou +2 more
2023Proceedings of the Fourth Workshop on NLP for Positive Impact (NLP4PI)23 citations
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Analyzing Stereotypes in Generative Text Inference Tasks
Anna Sotnikova, Yang Trista Cao, Hal Daumé, Rachel Rudinger
2021Findings22 citations Open access
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Promoting Fairness in Learned Models by Learning to Active Learn under Parity Constraints
Amr Sharaf, Hal Daumé, Renkun Ni
2020Conference on Fairness, Accountability and Transparency20 citations
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Efficient programmable learning to search
Hal Daumé, John Langford, S. Ross
2014arXiv.org20 citations
Semantic Scholar
Learning to Search for Dependencies
Kai-Wei Chang, He He, Hal Daumé, John Langford
2015arXiv.org19 citations
Semantic Scholar
Ask, and Shall You Receive? Understanding Desire Fulfillment in Natural Language Text
Snigdha Chaturvedi, Dan Goldwasser, Hal Daumé
2016AAAI Conference on Artificial Intelligence18 citations Open access
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