Dan Roth — all works
- Towards Corpus-Scale Discovery of Selection Biases in News Coverage: Comparing What Sources Say About Entities as a Start ↗arXiv (Cornell University) · no summary yetSihao Chen, William Bruno, Dan Roth2023 · 3 citations
- Penn & BGU BabyBERTa+ for Strict-Small BabyLM Challenge ↗Proceedings of the BabyLM Challenge at the 27th Conference on Computational Natural Language Learning · no summary yetYahan Yang et al.2023 · 3 citations
- CIKQA: Learning Commonsense Inference with a Unified Knowledge-in-the-loop QA Paradigm ↗Findings of the Association for Computational Linguistics: EACL 2023 · no summary yetHongming Zhang et al.2023 · 3 citations
- What Do Users Care About? Detecting Actionable Insights from User Feedback ↗Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Industry Track · no summary yetKasturi Bhattacharjee et al.2022 · 3 citations
- Repro: An Open-Source Library for Improving the Reproducibility and Usability of Publicly Available Research Code ↗arXiv (Cornell University) · no summary yetDaniel Deutsch, Dan Roth2022 · 3 citations
- There is a Time and Place for Reasoning Beyond the Image ↗arXiv (Cornell University) · no summary yetXingyu Fu et al.2022 · 3 citations
- Compositional Data and Task Augmentation for Instruction Following ↗Findings of the Association for Computational Linguistics: EMNLP 2021 · no summary yetSoham Dan, Xinran Han, Dan Roth2021 · 3 citations
- What is Your Article Based On? Inferring Fine-grained Provenance ↗Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers) · no summary yetYi Zhang, Zachary Ives, Dan Roth2021 · 3 citations
- Building Low-Resource NER Models Using Non-Speaker Annotation ↗arXiv (Cornell University) · no summary yetTatiana Tsygankova et al.2020 · 3 citations
- Learning Contextual Causality from Time-consecutive Images ↗arXiv (Cornell University) · no summary yetHongming Zhang et al.2020 · 3 citations
- Named Person Coreference in English NewsarXiv:1810.11476Oshin Agarwal, Sanjay Subramanian, Ani Nenkova, et al.2018 · 3 citations
- Integer Linear Programming formulations in Natural Language Processing ↗Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics: Tutorial Abstracts · no summary yetDan Roth, Vivek Srikumar2017 · 3 citations
- ILLINOISCLOUDNLP: Text Analytics Services in the Cloud ↗Proceedings of the Ninth International Conference on Language Resources and Evaluation (LREC'14) · no summary yetHao Wu et al.2014 · 3 citations
- Textual Entailment ↗Synthesis lectures on human language technologies · no summary yetIdo Dagan et al.2013 · 3 citations
- Unsupervised Aggregation for Classification Problems with Large Numbers of Categories ↗no summary yetIvan S. Titov et al.2011 · 3 citations
- Integer Linear Programming in NLP - Constrained Conditional Models ↗NAACL HLT 2010 Tutorial Abstracts · no summary yetMing-Wei Wang, Nicholas Rizzolo, Dan Roth2010 · 3 citations
- Which "Apple" are you talking about ? ↗International World Wide Web Conference (WWW) · no summary yetMandar A. Rahurkar, Dan Roth, Thomas S. Huang2008 · 3 citations
- Face detection using large margin classifiers ↗Proceedings - International Conference on Image Processing · no summary yetMing–Hsuan Yang, Dan Roth, Narendra Ahuja2001 · 3 citations
- Memory Based Learning in NLP ↗no summary yetDan Roth1999 · 3 citations
- REaR : Retrieve, Expand and Refine for Effective Multitable Retrieval ↗Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetRishita Agarwal et al.2026 · 2 citations
- INTERCHART: Benchmarking Visual Reasoning Across Decomposed and Distributed Chart Information ↗Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics · no summary yetAnirudh Iyengar Kaniyar Narayana Iyengar et al.2025 · 2 citations
- Conflicts in Texts: Data, Implications and Challenges ↗Findings of the Association for Computational Linguistics: EMNLP 2025 · no summary yetSiyi Liu, Dan Roth2025 · 2 citations
- PCRI: Measuring Context Robustness in Multimodal Models for Enterprise Applications ↗Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: Industry Track · no summary yetHitesh Laxmichand Patel et al.2025 · 2 citations
- Imbalances in Neurosymbolic Learning: Characterization and Mitigating Strategies ↗arXiv (Cornell University) · no summary yetWang, Kaifu, Efthymia Tsamoura, Dan Roth2024 · 2 citations
- Introduction to Entity Discovery and Linking ↗Synthesis lectures on human language technologies · no summary yetChen-Tse Tsai, Shyam Upadhyay, Dan Roth2024 · 2 citations
- Knowledge Bases, Datasets, and Evaluation ↗Synthesis lectures on human language technologies · no summary yetChen-Tse Tsai, Shyam Upadhyay, Dan Roth2024 · 2 citations
- Multilingual Entity Linking ↗Synthesis lectures on human language technologies · no summary yetChen-Tse Tsai, Shyam Upadhyay, Dan Roth2024 · 2 citations
- Enhancing LLM Capabilities Beyond Scaling Up ↗Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Tutorial Abstracts · no summary yetWenpeng Yin et al.2024 · 2 citations
- Characterizing and Measuring Linguistic Dataset Drift ↗Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetTyler A. Chang et al.2023 · 2 citations
- Large Language Models as Sous Chefs: Revising Recipes with GPT-3 ↗arXiv (Cornell University) · no summary yetAlyssa Hwang et al.2023 · 2 citations
- Are All Steps Equally Important? Benchmarking Essentiality Detection in Event Processes ↗Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing · no summary yetHaoyu Wang et al.2023 · 2 citations
- Association between author metadata and acceptance: A feature-rich, matched observational study of a corpus of ICLR submissions between 2017-2022 ↗arXiv (Cornell University) · no summary yetChang Chen et al.2022 · 2 citations
- Randomized Greedy Search for Structured Prediction: Amortized Inference and Learning ↗International Joint Conference on Artificial Intelligence · no summary yetChao Ma et al.2019 · 2 citations
- CogCompTime: A Tool for Understanding Time in Natural Language Text ↗arXiv (Cornell University) · no summary yetQiang Ning et al.2019 · 2 citations
- Gold Standard Annotations for Preposition and Verb Sense with Semantic Role Labels in Adult-Child Interactions ↗Proceedings of the 27th International Conference on Computational Linguistics · no summary yetLori Moon et al.2018 · 2 citations
- Integer Linear Programming for Coreference Resolution ↗Theory and applications of natural language processing · no summary yetNick Rizzolo, Dan Roth2016 · 2 citations
- Efficient Development of Parallel NLP Applications ↗Illinois Digital Environment for Access to Learning and Scholarship (University of Illinois at Urbana-Champaign) · no summary yetPrateek Jindal, Dan Roth, Laxmikant V. Kalé2013 · 2 citations
- Minimal supervision for language learning: bootstrapping global patterns from local knowledge ↗no summary yetDan Roth, Michael Connor2011 · 2 citations
- Object Search: Supporting Structured Queries in Web Search Engines ↗Proceedings of the NAACL HLT 2010 Workshop on Semantic Search · no summary yetKim Pham et al.2010 · 2 citations
- Algorithms and analysis for multi-category classification ↗no summary yetDan Roth, Dav Zimak2006 · 2 citations
- Learning via Inference over Structurally Constrained Output ↗no summary yetVasin Punyakanok et al.2004 · 2 citations
- Linear Concepts and Hidden Variables: An Empirical Study ↗no summary yetAdam J. Grove, Dan Roth1997 · 2 citations
- Learning in order to reason: The approach ↗Lecture notes in computer science · no summary yetDan Roth1996 · 2 citations
- Exploiting Relevance through Model-Based Reasoning ↗no summary yetRoni Khardon, Dan Roth1994 · 2 citations
- Chart-RL: Generalized Chart Comprehension via Reinforcement Learning with Verifiable RewardsWorkshop on Structured Understanding, Retrieval, and Generation in the LLM EraXin Zhang, Xingyu Li, Rongguang Wang, et al.2026 · 1 citation
- When Vision-Language Models Judge Without Seeing: Exposing Informativeness BiasAnnual Meeting of the Association for Computational Linguistics (ACL)Xiaohan Zou, Roshan Sridhar, Mohammadtaher Safarzadeh, et al.2026 · 1 citation
- AI+HW 2035: Shaping the Next Decade ↗arXiv (Cornell University) · no summary yetDeming Chen et al.2026 · 1 citation
- PAR²-RAG: Planned Active Retrieval and Reasoning for Multi-Hop Question Answering ↗arXiv:2603.29085 · no summary yetXingyu Li et al.2026 · 1 citation
- OraPlan–SQL: A Planning-Centric Framework for Complex Bilingual NL2SQL Reasoning ↗Lecture notes in computer science · no summary yetMarianne Menglin Liu et al.2026 · 1 citation
- GSM-SEM: Benchmark and Framework for Generating Semantically Variant Augmentations ↗arXiv (Cornell University) · no summary yetJyotika Singh et al.2026 · 1 citation
- DiffuMask: Diffusion Language Model for Token-level Prompt Pruning ↗arXiv (Cornell University) · no summary yetCaleb Zheng et al.2026 · 1 citation
- On Reference (In-)Determinacy in Natural Language InferenceFindings of the Association for Computational LinguisticsSihao Chen, Chaitanya Malaviya, Alex Fabrikant, et al.2025 · 1 citation
- SAKE: Structured Agentic Knowledge Extrapolation for Complex LLM Reasoning via Reinforcement Learning ↗arXiv:2505.15062 · no summary yetJiashu He et al.2025 · 1 citation
- Leveraging LLM For Synchronizing Information Across Multilingual Tables ↗Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers) · no summary yetSiddharth Khincha et al.2025 · 1 citation
- PRAISE: Enhancing Product Descriptions with LLM-Driven Structured Insights ↗Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations) · no summary yetAdnan Qidwai et al.2025 · 1 citation
- No Universal Prompt: Unifying Reasoning through Adaptive Prompting for Temporal Table Reasoning. ↗Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics · no summary yetAbhishek Rajgaria et al.2025 · 1 citation
- Aligning to Constraints for Data-Efficient Language Model Customization ↗Findings of the Association for Computational Linguistics: NAACL 2025 · no summary yetFei Wang et al.2025 · 1 citation
- Self-supervised Analogical Learning using Language Models ↗arXiv (Cornell University) · no summary yetBen Zhou et al.2025 · 1 citation
- Evaluating Concurrent Robustness of Language Models Across Diverse Challenge Sets ↗Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing · no summary yetVatsal Gupta et al.2024 · 1 citation
- Taxonomy Expansion for Named Entity Recognition ↗Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing · no summary yetKarthikeyan K et al.2023 · 1 citation
- Bootstrapping Small & High Performance Language Models with Unmasking-Removal Training Policy ↗Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing · no summary yetYahan Yang et al.2023 · 1 citation
- Building Interpretable and Reliable Open Information Retriever for New Domains Overnight ↗arXiv (Cornell University) · no summary yetXiaodong Yu, Ben Zhou, Dan Roth2023 · 1 citation
- Understanding Robust Generalization in Learning Regular Languages ↗arXiv (Cornell University) · no summary yetSoham Dan, Osbert Bastani, Dan Roth2022 · 1 citation
- Human-guided Collaborative Problem Solving: A Natural Language based Framework ↗arXiv (Cornell University) · no summary yetHarsha Kokel et al.2022 · 1 citation
- Unsupervised Neural Stylistic Text Generation using Transfer learning and Adapters ↗arXiv (Cornell University) · no summary yetVinayshekhar Bannihatti Kumar, Rashmi Gangadharaiah, Dan Roth2022 · 1 citation
- Few-Shot Novel Concept Learning for Semantic Parsing ↗Findings of the Association for Computational Linguistics: EMNLP 2021 · no summary yetSoham Dan, Osbert Bastani, Dan Roth2021 · 1 citation
- DiAd ↗International Conference on Learning Analytics & Knowledge (LAK) · no summary yetZiheng Zeng et al.2019 · 1 citation
- Active Preference Elicitation for Planning. ↗National Conference on Artificial Intelligence · no summary yetMayukh Das et al.2017 · 1 citation
- Illinois CCG Entity Discovery and Linking, Event Nugget Detection and Co-reference, and Slot Filler Validation Systems for TAC 2016. ↗Theory and applications of categories · no summary yetChen-Tse Tsai et al.2016 · 1 citation
- Joint inference for end-to-end coreference resolution for clinical notes ↗no summary yetPrateek Jindal, Dan Roth, Carl A. Gunter2014 · 1 citation
- Extraction of Events and Temporal Expressions from Clinical Narratives (Open Access, Publisher's Version) ↗no summary yetPrateek Jindal, Dan Roth2013 · 1 citation
- Using Knowledge and Constraints To Find the Best Antecedent ↗Proceedings of COLING 2012 · no summary yetPrateek Jindal, Dan Roth2012 · 1 citation
- Knowing who to trust and what to believe in the presence of conflicting information ↗no summary yetDan Roth, Jeff Pasternack2011 · 1 citation
- Knowledge and ignorance in reinforcement learning ↗no summary yetDan Roth, Deepak Ramachandran2011 · 1 citation
- Constraint-driven transliteration discovery ↗Amsterdam studies in the theory and history of linguistic science. Series 4, Current issues in linguistic theory · no summary yetDan Goldwasser et al.2009 · 1 citation
- Proactive intrusion detection ↗National Conference on Artificial Intelligence · no summary yetBenjamin Liebald et al.2008 · 1 citation
- Validation of an E-diary System for Assessing Physical Activities ↗Medicine & Science in Sports & Exercise · no summary yetWeimo Zhu et al.2006 · 1 citation
- Demonstrating an Interactive Semantic Role Labeling System ↗Proceedings of HLT/EMNLP 2005 Interactive Demonstrations · no summary yetVasin Punyakanok et al.2005 · 1 citation
- Generalization Bounds for Linear Learning Algorithm ↗no summary yetAshutosh Garg, Sariel Har-Peled, Dan Roth2001 · 1 citation
- Hard and Easy Bayesian Networks for Computing the Most Probable Explanation ↗no summary yetOle J. Mengshoel, Dan Roth, David C. Wilkins2000 · 1 citation
- Decomposed Prompting Does Not Fix Knowledge Gaps, But Helps Models Say “I Don't Know”Findings of the Association for Computational LinguisticsDhruv Madhwal, Lyuxin David Zhang, Dan Roth, et al.2026
- SPENCE: A Syntactic Probe for Detecting Contamination in NL2SQL BenchmarksAnnual Meeting of the Association for Computational Linguistics (ACL)Mohammadtaher Safarzadeh, Hitesh Laxmichand Patel, Afshin Oroojlooy, et al.2026
- Do Image–Text Metrics Respect Semantic Invariances? ↗Findings of the Association for Computational Linguistics: ACL 2026 · no summary yetAmit Agarwal et al.2026
- ExperienceIndex: Artifact-Grounded Memory ↗arXiv (Cornell University) · no summary yetPeter Baile Chen et al.2026
- Knowing When Not to Answer: Abstention and Refusal Reasoning in Vision — Language Models ↗arXiv (Cornell University) · no summary yetKaran Dua et al.2026
- UNJOIN: Enhancing Multi-Table Text-to-SQL Generation via Schema Simplification ↗Proceedings of the First Workshop on Structured Understanding, Retrieval, and Generation in the LLM Era (SURGeLLM 2026) · no summary yetPoojah Ganesan et al.2026
- JTPRO: A Joint Tool–Prompt Reflective Optimization Framework for Language Agents ↗Findings of the Association for Computational Linguistics: ACL 2026 · no summary yetSandip Ghoshal et al.2026
- Think Twice Before You Write — an Entropy-based Decoding Strategy to Enhance LLM Reasoning ↗arXiv (Cornell University) · no summary yetJiashu He et al.2026
- PersonaMem-v3: Toward Omni-Platform Personal Intelligence for Holistic User Understanding, Recommendation, and Agentic Tasks ↗arXiv (Cornell University) · no summary yetBowen Jiang et al.2026
- PAR2-RAG: Planned Active Retrieval and Reasoning for Multi-Hop Question Answering ↗Annual Meeting of the Association for Computational Linguistics (ACL) · no summary yetXingyu Li et al.2026
- PLSQLBench: Benchmarking LLM Systems for Executable Procedural Database Programming ↗arXiv (Cornell University) · no summary yetMarianne Menglin Liu et al.2026
- Robust Audio-Text Retrieval via Cross-Modal Attention and Hybrid Loss ↗arXiv (Cornell University) · no summary yetMeizhu Liu et al.2026
- GraphER: An Efficient Graph-Based Enrichment and Reranking Method for Retrieval-Augmented Generation ↗arXiv (Cornell University) · no summary yetRuizhong Miao et al.2026
- On Improving Neurosymbolic Learning by Exploiting the Representation Space ↗arXiv (Cornell University) · no summary yetAaditya Naik et al.2026
- DataProphet: Demystifying Supervision Data Generalization in Multimodal LLMs ↗arXiv (Cornell University) · no summary yetXuan Qi et al.2026
- Toward Robust Evaluation for Multilingual Grammatical Error Correction: Can Large Language Models Replace Human References? ↗Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetAlla Rozovskaya, Dan Roth2026
- CORE-T: COherent REtrieval of Tables for Text-to-SQL ↗TUbilio (Technical University of Darmstadt) · no summary yetHassan Soliman et al.2026
- SOMA-SQL: Resolving Multi-Source Ambiguity in NL-to-SQL via Synthetic Log and Execution Probing ↗arXiv (Cornell University) · no summary yetSai Ashish Somayajula et al.2026
- SAGE: Structure Aware Graph Expansion for Retrieval of Heterogeneous Data ↗arXiv (Cornell University) · no summary yetPrasham Titiya et al.2026
- Is Code Better Than Language for Algorithmic Reasoning ↗arXiv (Cornell University) · no summary yetTerry Tong et al.2026
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