Hal Daumé

University of Maryland, College Park — United States

Computer Science · Physical Sciences

61h-index17.0kcitations335works1.72yr avg
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Research Topics

Topic Modeling(136), Natural Language Processing Techniques(110), Machine Learning and Algorithms(39), Multimodal Machine Learning Applications(36), Machine Learning and Data Classification(25)

Publications335 total

Evaluating the Social Impact of Generative AI Systems
Oxford University Press eBooks·2025· 1 cited
Balancing Safety and Helpfulness in Healthcare AI Assistants through Iterative Preference Alignment
arXiv (Cornell University)·2025Open Access
Exploring Collaboration to Center the Deaf Community in Sign Language AI
2025· 1 citedOpen Access
Effort-aware Fairness: Incorporating a Philosophy-informed, Human-centered Notion of Effort into Algorithmic Fairness Metrics
Proceedings of the AAAI/ACM Conference on AI Ethics and Society·2025Open Access
'Rich Dad, Poor Lad': How do Large Language Models Contextualize Socioeconomic Factors in College Admission ?
arXiv (Cornell University)·2025Open Access
SMARTER: A Data-efficient Framework to Improve Toxicity Detection with Explanation via Self-augmenting Large Language Models
arXiv (Cornell University)·2025Open Access
Which Demographic Features Are Relevant for Individual Fairness Evaluation of U.S. Recidivism Risk Assessment Tools?
2025Open Access
An Interdisciplinary Approach to Human-Centered Machine Translation
arXiv (Cornell University)·2025· 1 citedOpen Access
Which Demographic Features Are Relevant for Individual Fairness Evaluation of U.S. Recidivism Risk Assessment Tools?
arXiv (Cornell University)·2025Open Access
How May U.S. Courts Scrutinize Their Recidivism Risk Assessment Tools? Contextualizing AI Fairness Criteria on a Judicial Scrutiny-based Framework
arXiv (Cornell University)·2025Open Access
Spoken language interaction with robots: Recommendations for future research
UNC Libraries·2025Open Access
Language Models Predict Empathy Gaps Between Social In-groups and Out-groups
arXiv (Cornell University)·2025Open Access
My LLM might Mimic AAE -- But When Should it?
arXiv (Cornell University)·2025Open Access
Investigating Dictionary Expansion for Video-based Sign Language Dictionaries
2025Open Access
My LLM might Mimic AAE - But When Should It?
2025Open Access
How May U.S. Courts Scrutinize Their Recidivism Risk Assessment Tools? Contextualizing AI Fairness Criteria on a Judicial Scrutiny-based Framework
SSRN Electronic Journal·2025· 1 citedOpen Access
Can Hallucination Correction Improve Video-Language Alignment?
2025
A Necessary Step toward Faithfulness: Measuring and Improving Consistency in Free-Text Explanations
2025Open Access
An Interdisciplinary Approach to Human-Centered Machine Translation
2025· 2 citedOpen Access
Multilingual Large Language Models Leak Human Stereotypes across Language Boundaries
2025Open Access
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Frequent Co-authors

Daniel Marcu(8), Jordan Boyd‐Graber(7), Abhishek Kumar(5), He He(5), Mohit Iyyer(4), Amit Goyal(4), Margaret Mitchell(3), Kota Yamaguchi(3), Karl Stratos(3), Xufeng Han(3), Jagadeesh Jagarlamudi(3), Avishek Saha(3), Piyush Rai(2), Varun Manjunatha(2), Jennifer Wortman Vaughan(2), Hanna Wallach(2), John Langford(2), Jesse Dodge(2), Alyssa Mensch(2), Tamara L. Berg(2)