Dan Roth — all works
- LLM NL2SQL Robustness: Surface Noise vs. Linguistic Variation in Traditional and Agentic Settings ↗arXiv (Cornell University) · no summary yetLifu Tu et al.2026
- Budget-Aware Anytime Reasoning with LLM-Synthesized Preference Data ↗Findings of the Association for Computational Linguistics: ACL 2026 · no summary yetXuanming Zhang et al.2026
- From Solver Feedback to Faithful Plans: Multi-Role Reinforcement Learning for Symbolic Planning ↗arXiv (Cornell University) · no summary yetChenghao Zhang et al.2026
- Training Needs Trustworthy Worlds: Verified Synthetic Web Environments for Agent Learning ↗arXiv (Cornell University) · no summary yetChenghao Zhang et al.2026
- Program-of-Thought Reveals LLM Abstraction Ceilings ↗Findings of the Association for Computational Linguistics: EACL 2026 · no summary yetMike Zhou et al.2026
- A community‐driven vision for a new knowledge resource for AI ↗AI Magazine · no summary yetVinay K. Chaudhri et al.2025
- Cross-Lingual Extractive Question Answering with Unanswerable Questions ↗Proceedings of the 14th Joint Conference on Lexical and Computational Semantics (*SEM 2025) · no summary yetYuval Gorodissky, Elior Sulem, Dan Roth2025
- Reasoning is about giving reasons ↗arXiv (Cornell University) · no summary yetKrunal Shah, Dan Roth2025
- RAG Makes Guardrails Unsafe? Investigating Robustness of Guardrails under RAG-style Contexts ↗arXiv (Cornell University) · no summary yetYining She et al.2025
- Extracting Entity Mentions ↗Synthesis lectures on human language technologies · no summary yetChen-Tse Tsai, Shyam Upadhyay, Dan Roth2024
- Identifying Entity Candidates ↗Synthesis lectures on human language technologies · no summary yetChen-Tse Tsai, Shyam Upadhyay, Dan Roth2024
- Linking Mentions to Entities ↗Synthesis lectures on human language technologies · no summary yetChen-Tse Tsai, Shyam Upadhyay, Dan Roth2024
- Overview of Entity Discovery and Linking Pipeline ↗Synthesis lectures on human language technologies · no summary yetChen-Tse Tsai, Shyam Upadhyay, Dan Roth2024
- Recent Advances and Future Directions ↗Synthesis lectures on human language technologies · no summary yetChen-Tse Tsai, Shyam Upadhyay, Dan Roth2024
- NAVCON: A Cognitively Inspired and Linguistically Grounded Corpus for Vision and Language Navigation ↗arXiv (Cornell University) · no summary yetKaran Wanchoo et al.2024
- Event Semantic Classification in Context ↗Findings of the Association for Computational Linguistics: EACL 2024 · no summary yetHaoyu Wang et al.2024
- Are All Steps Equally Important? Benchmarking Essentiality Detection of Events ↗arXiv (Cornell University) · no summary yetHaoyu Wang et al.2022
- PABI: A Unified PAC-Bayesian Informativeness Measure for Incidental Supervision Signals ↗no summary yetHangfeng He et al.2021
- Multi-Document Information Consolidation (Dagstuhl Seminar 19,182) ↗TUbilio (Technical University of Darmstadt) · no summary yetIdo Dagan et al.2019
- Incidental Supervision from Question-Answering Signals ↗no summary yetHangfeng He, Qiang Ning, Dan Roth2019
- Declarative Learning-Based Programming as an Interface to AI Systems ↗arXiv (Cornell University) · no summary yetParisa Kordjamshidi, Dan Roth, Kristian Kersting2019
- Discourse in Multimedia: A Case Study in Information Extraction ↗arXiv (Cornell University) · no summary yetMrinmaya Sachan et al.2018
- Illinois CCG LoReHLT 2016 named entity recognition and situation frame systems ↗Machine Translation · no summary yetChen-Tse Tsai et al.2018
- Constrained Conditional Models For Information Fusion ↗no summary yetGourab Kundu, Dan Roth, Rajhans Samdani2016
- Visualization of Trustworthiness Graphs ↗International World Wide Web Conference (WWW) · no summary yetStephen Mayhew, Dan Roth2015
- Context Sensitive Paraphrasing ↗no summary yetMichael Connor, Dan Roth2014
- Alignment, Classification, and Learning ↗Synthesis lectures on human language technologies · no summary yetIdo Dagan et al.2013
- Architectures and Approaches ↗Synthesis lectures on human language technologies · no summary yetIdo Dagan et al.2013
- Case Studies ↗Synthesis lectures on human language technologies · no summary yetIdo Dagan et al.2013
- Knowledge Acquisition for Textual Entailment ↗Synthesis lectures on human language technologies · no summary yetIdo Dagan et al.2013
- Research Directions in RTE ↗Synthesis lectures on human language technologies · no summary yetIdo Dagan et al.2013
- Solving Very Large Scale Linear SVM Using Multiple Processors ↗Illinois Digital Environment for Access to Learning and Scholarship (University of Illinois at Urbana-Champaign) · no summary yetPrateek Jindal, Dan Roth, Laxmikant V. Kalé2013
- A New Framework for Domain Adaptation without Model Retraining ↗Illinois Digital Environment for Access to Learning and Scholarship (University of Illinois at Urbana-Champaign) · no summary yetGourab Kundu et al.2013
- Teaching with Examples in A Real Environment ↗Illinois Digital Environment for Access to Learning and Scholarship (University of Illinois at Urbana-Champaign) · no summary yetGourab Kundu, Dan Roth2013
- Computational frameworks for semantic analysis and wikification ↗no summary yetDan Roth2013
- Computational Frameworks for Supporting Textual Inference ↗Proceedings of the Joint Symposium on Semantic Processing. Textual Inference and Structures in Corpora · no summary yetRoth, Dan2013
- A Discriminative Latent Variable Model for Clustering of Streaming Data with Application to Coreference Resolution ↗no summary yetRajhans Samdani, Kai-Wei Chang, Dan Roth2013
- Proceedings of the Second Workshop on Semantic Interpretation in an Actionable Context ↗no summary yetDan Goldwasser, Regina Barzilay, Dan Roth2012
- New Frontiers in Computational Models of Grammatical Development - eScholarship ↗Proceedings of the Annual Meeting of the Cognitive Science Society · no summary yetMicah B. Goldwater et al.2012
- Machine Learning, Reasoning, and Natural Language Processing ↗OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information) · no summary yetDan Roth2012
- Welcome to the Twenty-Fifth AAAI Conference on Artificial Intelligence! ↗National Conference on Artificial Intelligence · no summary yetWolfram Burgard, Dan Roth2011
- ICMLA 2008 Invited Speakers ↗International Conference on Machine Learning and Applications · no summary yetDan Roth et al.2008
- E-coder for Automatic Scoring Physical Activity Diary Data ↗Medicine & Science in Sports & Exercise · no summary yetWeimo Zhu et al.2007
- Toward concept-based text understanding and mining ↗no summary yetDan Roth, Xin Li2005
- Inference with classifiers: a study of structured output problems in natural language processing ↗no summary yetDan Roth, Vasin Punyakanok2005
- Learning and inference for information extraction ↗no summary yetDan Roth, Wen-tau Yih2005
- First-order Probabilistic Inference Revisited ↗no summary yetRodrigo de Salvo Braz, Dan Roth, Eyal Amir A2004
- Functional Subsumption in Feature Description Logic ↗no summary yetRodrigo de Salvo Braz, Dan Roth2004
- New algorithms for attribute-efficient on-line linear learning ↗no summary yetGary S. Dell, Dan Roth, Harlan D. Harris2003
- Phrasenet: towards context sensitive lexical semantics ↗Proceedings of the Seventh Conference on Natural Language Learning at HLT-NAACL 2003 · no summary yetXin Li, Dan Roth, Yuancheng Tu2003
- Machine learning for information extraction ↗no summary yetDan Roth, Dmitry Zelenko2003
- Bayesian Network Classifiers: Model Approximation and Learning Complexity ↗no summary yetAshutosh Garg, Dan Roth2002
- Coherent Concepts, Robust Learning ↗Lecture notes in computer science · no summary yetDan Roth, Dmitry Zelenko1999
- Learning to perform knowledge-intensive inferences ↗Lecture notes in computer science · no summary yetDan Roth1997
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