← Authors

Hal Daume III

138 papers · 2002–2026 · 16 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (16) 🗺️ Taxonomy Completionist (28) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (6) 🌈 Renaissance Researcher (8) 🌉 Interdisciplinary Bridge 🏃 Academic Marathon (23) 🏠 Conference Loyalist (31) 🌟 Keyword Trendsetter Combo (9) 🐺 Lone Wolf (8) 🤝 Dynamic Duo (17) 🧬 Topic Evolution 🏆 Grand Slam 👥 Mega-Team (20) 🌱 Topic Pioneer 🔬 Deep Specialist (10) 🏆 Keyword Champion 🚀 Conference Pioneer ❓ The Questioner (10) 💎 Century Club (137) ⚡ Prolific Year (12) 🗃️ Keyword Collector (66) 📈 Trend Setter 🔥 Unstoppable (22)

Conferences

EMNLP (39) ACL (31) NAACL (20) ICML (11) IJCNLP (7) NIPS (7) CONLL (4) EACL (4) ICLR (4) AISTATS (3) AAAI (2) JMLR (2) AACL (1) COLING (1) CVPR (1) SEMEVAL (1)

Top co-authors

Jordan Boyd-Graber (17) He He (10) Yang Trista Cao (10) John Langford (10) Amit Goyal (9) Sudha Rao (8) Rachel Rudinger (8) Jagadeesh Jagarlamudi (8) Daniel Marcu (7) Philip Resnik (6)

Research topics

Education (2)

Keywords

language model (8) imitation learning (7) multimodal learning (6) active learning (6) natural language processing (5) large language model (5) machine translation (4) text classification (4) text generation (4) contextual bandit (3) gender bia (3) bias detection (3) structured prediction (3) social bia (3) contrastive learning (2) dirichlet process (2) few-shot learning (2) representation learning (2) cross-lingual transfer (2) benchmark evaluation (2)

Papers

Steering Safely or Off a Cliff? Rethinking Specificity and Robustness in Inference-Time Interventions EACL 2026
Who’s the Author? How Explanations Impact User Reliance in AI-Assisted Authorship Attribution EMNLP 2025
Natural Language Inference Improves Compositionality in Vision-Language Models ICLR 2025
TraceVLA: Visual Trace Prompting Enhances Spatial-Temporal Awareness for Generalist Robotic Policies ICLR 2025
Investigating Dictionary Expansion for Video-based Sign Language Dictionaries EMNLP 2025
Multilingual Large Language Models Leak Human Stereotypes across Language Boundaries ACL 2025
Can Hallucination Correction Improve Video-Language Alignment? ACL 2025
Language Models Predict Empathy Gaps Between Social In-groups and Out-groups NAACL 2025
My LLM might Mimic AAE - But When Should It? NAACL 2025
A Necessary Step toward Faithfulness: Measuring and Improving Consistency in Free-Text Explanations EMNLP 2025
‘Rich Dad, Poor Lad’: How do Large Language Models Contextualize Socioeconomic Factors in College Admission ? EMNLP 2025
An Interdisciplinary Approach to Human-Centered Machine Translation EMNLP 2025
Large Language Models Help Humans Verify Truthfulness – Except When They Are Convincingly Wrong NAACL 2024
Toxicity Detection is NOT all you Need: Measuring the Gaps to Supporting Volunteer Content Moderators through a User-Centric Method EMNLP 2024
“You Gotta be a Doctor, Lin” : An Investigation of Name-Based Bias of Large Language Models in Employment Recommendations EMNLP 2024
ASL STEM Wiki: Dataset and Benchmark for Interpreting STEM Articles EMNLP 2024
PRISE: LLM-Style Sequence Compression for Learning Temporal Action Abstractions in Control ICML 2024
Premier-TACO is a Few-Shot Policy Learner: Pretraining Multitask Representation via Temporal Action-Driven Contrastive Loss ICML 2024
Do great minds think alike? Investigating Human-AI Complementarity in Question Answering with CAIMIRA EMNLP 2024
HateCOT: An Explanation-Enhanced Dataset for Generalizable Offensive Speech Detection via Large Language Models EMNLP 2024
Understanding the Impacts of Language Technologies’ Performance Disparities on African American Language Speakers ACL 2024
DrM: Mastering Visual Reinforcement Learning through Dormant Ratio Minimization ICLR 2024
Successfully Guiding Humans with Imperfect Instructions by Highlighting Potential Errors and Suggesting Corrections EMNLP 2024
FairPrism: Evaluating Fairness-Related Harms in Text Generation ACL 2023
It Takes Two to Tango: Navigating Conceptualizations of NLP Tasks and Measurements of Performance ACL 2023
Define, Evaluate, and Improve Task-Oriented Cognitive Capabilities for Instruction Generation Models ACL 2023
Which Examples Should be Multiply Annotated? Active Learning When Annotators May Disagree ACL 2023
$\texttt{TACO}$: Temporal Latent Action-Driven Contrastive Loss for Visual Reinforcement Learning NIPS 2023
ASL Citizen: A Community-Sourced Dataset for Advancing Isolated Sign Language Recognition NIPS 2023
What Else Do I Need to Know? The Effect of Background Information on Users’ Reliance on QA Systems EMNLP 2023
A Rose by Any Other Name would not Smell as Sweet: Social Bias in Names Mistranslation EMNLP 2023
Towards Conceptualization of “Fair Explanation”: Disparate Impacts of anti-Asian Hate Speech Explanations on Content Moderators EMNLP 2023
Hallucination Detection for Grounded Instruction Generation EMNLP 2023
Factual or Contextual? Disentangling Error Types in Entity Description Generation ACL 2023
What’s Different between Visual Question Answering for Machine “Understanding” Versus for Accessibility? AACL 2022
Theory-Grounded Measurement of U.S. Social Stereotypes in English Language Models NAACL 2022
Deconstructing NLG Evaluation: Evaluation Practices, Assumptions, and Their Implications NAACL 2022
What’s Different between Visual Question Answering for Machine “Understanding” Versus for Accessibility? IJCNLP 2022
A Framework for Learning to Request Rich and Contextually Useful Information from Humans ICML 2022
Distantly-Supervised Dense Retrieval Enables Open-Domain Question Answering without Evidence Annotation EMNLP 2021
Meta-Learning Effective Exploration Strategies for Contextual Bandits AAAI 2021
Multi-Step Reasoning Over Unstructured Text with Beam Dense Retrieval NAACL 2021
Analyzing Stereotypes in Generative Text Inference Tasks IJCNLP 2021
Analyzing Stereotypes in Generative Text Inference Tasks ACL 2021
A Novice-Reviewer Experiment to Address Scarcity of Qualified Reviewers in Large Conferences AAAI 2021
Meta-Learning for Few-Shot NMT Adaptation ACL 2020
Language (Technology) is Power: A Critical Survey of “Bias” in NLP ACL 2020
Toward Gender-Inclusive Coreference Resolution ACL 2020
Active Imitation Learning with Noisy Guidance ACL 2020
On the Potential of Lexico-logical Alignments for Semantic Parsing to SQL Queries EMNLP 2020
Warm-starting Contextual Bandits: Robustly Combining Supervised and Bandit Feedback ICML 2019
Comparing and Developing Tools to Measure the Readability of Domain-Specific Texts EMNLP 2019
Answer-based Adversarial Training for Generating Clarification Questions NAACL 2019
Non-Monotonic Sequential Text Generation ICML 2019
Controlling the Specificity of Clarification Question Generation ACL 2019
Comparing and Developing Tools to Measure the Readability of Domain-Specific Texts IJCNLP 2019
Help, Anna! Visual Navigation with Natural Multimodal Assistance via Retrospective Curiosity-Encouraging Imitation Learning EMNLP 2019
Global Voices: Crossing Borders in Automatic News Summarization EMNLP 2019
Reinforcement Learning with Convex Constraints NIPS 2019
Contextual Memory Trees ICML 2019
Active Learning for Cost-Sensitive Classification JMLR 2019
Help, Anna! Visual Navigation with Natural Multimodal Assistance via Retrospective Curiosity-Encouraging Imitation Learning IJCNLP 2019
Hierarchical Imitation and Reinforcement Learning ICML 2018
Learning to Ask Good Questions: Ranking Clarification Questions using Neural Expected Value of Perfect Information ACL 2018
Residual Loss Prediction: Reinforcement Learning With No Incremental Feedback ICLR 2018
Expert, Crowdsourced, and Machine Assessment of Suicide Risk via Online Postings NAACL 2018
Content Selection in Deep Learning Models of Summarization EMNLP 2018
The Amazing Mysteries of the Gutter: Drawing Inferences Between Panels in Comic Book Narratives CVPR 2017
Logarithmic Time One-Against-Some ICML 2017
Active Learning for Cost-Sensitive Classification ICML 2017
Reinforcement Learning for Bandit Neural Machine Translation with Simulated Human Feedback EMNLP 2017
Opponent Modeling in Deep Reinforcement Learning ICML 2016
Interpretese vs. Translationese: The Uniqueness of Human Strategies in Simultaneous Interpretation NAACL 2016
Feuding Families and Former Friends: Unsupervised Learning for Dynamic Fictional Relationships NAACL 2016
CLIP@UMD at SemEval-2016 Task 8: Parser for Abstract Meaning Representation using Learning to Search SEMEVAL 2016
A Credit Assignment Compiler for Joint Prediction NIPS 2016
Learning Text Pair Similarity with Context-sensitive Autoencoders ACL 2016
Syntax-based Rewriting for Simultaneous Machine Translation EMNLP 2015
Why discourse affects speakers’ choice of referring expressions ACL 2015
Deep Unordered Composition Rivals Syntactic Methods for Text Classification ACL 2015
Learning to Search Better than Your Teacher ICML 2015
Why discourse affects speakers’ choice of referring expressions IJCNLP 2015
Deep Unordered Composition Rivals Syntactic Methods for Text Classification IJCNLP 2015
Dialogue focus tracking for zero pronoun resolution NAACL 2015
Hands-on Learning to Search for Structured Prediction NAACL 2015
Learning to Search in Branch and Bound Algorithms NIPS 2014
Predicting Instructor’s Intervention in MOOC forums ACL 2014
A Unified Model for Soft Linguistic Reordering Constraints in Statistical Machine Translation ACL 2014
A Neural Network for Factoid Question Answering over Paragraphs EMNLP 2014
Don’t Until the Final Verb Wait: Reinforcement Learning for Simultaneous Machine Translation EMNLP 2014
“I Object!” Modeling Latent Pragmatic Effects in Courtroom Dialogues EACL 2014
Proceedings of the 2013 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies NAACL 2013
SenseSpotting: Never let your parallel data tie you to an old domain ACL 2013
Modeling Syntactic and Semantic Structures in Hierarchical Phrase-based Translation NAACL 2013
Binary to Bushy: Bayesian Hierarchical Clustering with the Beta Coalescent NIPS 2013
Monolingual Marginal Matching for Translation Model Adaptation EMNLP 2013
Dynamic Feature Selection for Dependency Parsing EMNLP 2013
Regularized Interlingual Projections: Evaluation on Multilingual Transliteration EMNLP 2012
Low-Dimensional Discriminative Reranking NAACL 2012
Sketch Algorithms for Estimating Point Queries in NLP EMNLP 2012
Fast Large-Scale Approximate Graph Construction for NLP EMNLP 2012
Besting the Quiz Master: Crowdsourcing Incremental Classification Games EMNLP 2012
Midge: Generating Image Descriptions From Computer Vision Detections EACL 2012
Incorporating Lexical Priors into Topic Models EACL 2012
Besting the Quiz Master: Crowdsourcing Incremental Classification Games CONLL 2012
Sketch Algorithms for Estimating Point Queries in NLP CONLL 2012
Fast Large-Scale Approximate Graph Construction for NLP CONLL 2012
Regularized Interlingual Projections: Evaluation on Multilingual Transliteration CONLL 2012
Protocols for Learning Classifiers on Distributed Data AISTATS 2012
Detecting Visual Text NAACL 2012
Approximate Scalable Bounded Space Sketch for Large Data NLP EMNLP 2011
Improving Bilingual Projections via Sparse Covariance Matrices EMNLP 2011
Corpus-Guided Sentence Generation of Natural Images EMNLP 2011
Generative Kernels for Exponential Families AISTATS 2011
Beyond Structured Prediction: Inverse Reinforcement Learning ACL 2011
Domain Adaptation for Machine Translation by Mining Unseen Words ACL 2011
From Bilingual Dictionaries to Interlingual Document Representations ACL 2011
From Structured Prediction to Inverse Reinforcement Learning ACL 2010
Infinite Predictor Subspace Models for Multitask Learning AISTATS 2010
Automatically Producing Plot Unit Representations for Narrative Text EMNLP 2010
Markov Random Topic Fields ACL 2009
Streaming for large scale NLP: Language Modeling NAACL 2009
Markov Random Topic Fields IJCNLP 2009
Non-Parametric Bayesian Areal Linguistics NAACL 2009
Cross-Task Knowledge-Constrained Self Training EMNLP 2008
Name Translation in Statistical Machine Translation - Learning When to Transliterate ACL 2008
Frustratingly Easy Domain Adaptation ACL 2007
Bayesian Agglomerative Clustering with Coalescents NIPS 2007
A Bayesian Model for Discovering Typological Implications ACL 2007
Beyond EM: Bayesian Techniques for Human Language Technology Researchers NAACL 2006
Bayesian Query-Focused Summarization ACL 2006
Bayesian Query-Focused Summarization COLING 2006
A Large-Scale Exploration of Effective Global Features for a Joint Entity Detection and Tracking Model EMNLP 2005
A Bayesian Model for Supervised Clustering with the Dirichlet Process Prior JMLR 2005
A Phrase-Based HMM Approach to Document/Abstract Alignment EMNLP 2004
NP Bracketing by Maximum Entropy Tagging and SVM Reranking EMNLP 2004
Web Search Intent Induction via Automatic Query Reformulation NAACL 2004
A Noisy-Channel Model for Document Compression ACL 2002