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Dan Roth — all works

654 works · page 5 of 7 · 401–500 · ← Dan Roth

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  1. Can we Retrieve Everything All at Once? ARM: An Alignment-Oriented LLM-based Retrieval Method ↗Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetPeter Baile Chen et al.2025 · 9 citations
  2. Zero-Shot Extraction of Seizure Outcomes from Clinical Notes Using Generative Pretrained Transformers ↗Journal of Healthcare Informatics Research · no summary yetWilliam K.S. Ojemann et al.2025 · 9 citations
  3. Evaluating NL2SQL via SQL2NL ↗Findings of the Association for Computational Linguistics: EMNLP 2025 · no summary yetMohammadtaher Safarzadeh, Afshin Oroojlooyjadid, Dan Roth2025 · 9 citations
  4. Multi-Agent VQA: Exploring Multi-Agent Foundation Models in Zero-Shot Visual Question Answering ↗arXiv (Cornell University) · no summary yetJiang, Bowen et al.2024 · 9 citations
  5. Beyond correlation: The Impact of Human Uncertainty in Measuring the Effectiveness of Automatic Evaluation and LLM-as-a-Judge ↗arXiv (Cornell University) · no summary yetAparna Elangovan et al.2024 · 9 citations
  6. Knowledge-Aware Reasoning over Multimodal Semi-structured Tables ↗Findings of the Association for Computational Linguistics: EMNLP 2024 · no summary yetSuyash Vardhan Mathur et al.2024 · 9 citations
  7. IXA/Cogcomp at SemEval-2023 Task 2: Context-enriched Multilingual Named Entity Recognition Using Knowledge Bases ↗Proceedings of the 17th International Workshop on Semantic Evaluation (SemEval-2023) · no summary yetIker García-Ferrero et al.2023 · 9 citations
  8. Paired Examples as Indirect Supervision in Latent Decision Models ↗Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · no summary yetNitish Gupta et al.2021 · 9 citations
  9. Learnability with Indirect Supervision Signals ↗arXiv (Cornell University) · no summary yetWang, Kaifu, Ning Qiang, Dan Roth2020 · 9 citations
  10. Learning and Inference for Structured Prediction: A Unifying Perspective ↗International Joint Conference on Artificial Intelligence · no summary yetAryan Deshwal, Janardhan Rao Doppa, Dan Roth2019 · 9 citations
  11. Multi-lingual Entity Discovery and Linking ↗Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics: Tutorial Abstracts · no summary yetAvi Sil et al.2018 · 9 citations
  12. Structural Learning with Amortized Inference ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetKai-Wei Chang et al.2015 · 9 citations
  13. Improving a Pipeline Architecture for Shallow Discourse Parsing ↗Proceedings of the Nineteenth Conference on Computational Natural Language Learning - Shared Task · no summary yetYangqiu Song et al.2015 · 9 citations
  14. Margin-based Decomposed Amortized Inference ↗Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetGourab Kundu, Vivek Srikumar, Dan Roth2013 · 9 citations
  15. Learning to Identify Semitic Roots ↗Springer eBooks · no summary yetEzra Daya, Dan Roth, Shuly Wintner2007 · 9 citations
  16. A Large Deviation Bound for the Area Under the ROC Curve ↗no summary yetShivani Agarwal et al.2004 · 9 citations
  17. Aligning LLMs for Multilingual Consistency in Enterprise Applications ↗Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: Industry Track · no summary yetAmit Agarwal et al.2025 · 8 citations
  18. EnrichIndex: Using LLMs to Enrich Retrieval Indices Offline ↗arXiv (Cornell University) · no summary yetPeter Baile Chen et al.2025 · 8 citations
  19. Enhancing Temporal Understanding in LLMs for Semi-structured Tables ↗Findings of the Association for Computational Linguistics: NAACL 2025 · no summary yetIrwin Deng et al.2025 · 8 citations
  20. Contextualized Evaluations: Judging Language Model Responses to Underspecified Queries ↗Transactions of the Association for Computational Linguistics · no summary yetChaitanya Malaviya et al.2025 · 8 citations
  21. MrGuard: A Multilingual Reasoning Guardrail for Universal LLM Safety ↗Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing · no summary yetYahan Yang et al.2025 · 8 citations
  22. LawngNLI: A Long-Premise Benchmark for In-Domain Generalization from Short to Long Contexts and for Implication-Based Retrieval ↗Findings of the Association for Computational Linguistics: EMNLP 2022 · no summary yetWilliam Bruno, Dan Roth2022 · 8 citations
  23. New Frontiers of Information Extraction ↗Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Tutorial Abstracts · no summary yetMuhao Chen et al.2022 · 8 citations
  24. Dialog2API: Task-Oriented Dialogue with API Description and Example Programs ↗arXiv (Cornell University) · no summary yetRaphael Shu et al.2022 · 8 citations
  25. Weighted Training for Cross-Task Learning ↗arXiv (Cornell University) · no summary yetShuxiao Chen et al.2021 · 8 citations
  26. Understanding Spatial Relations through Multiple Modalities ↗Proceedings of the Twelfth Language Resources and Evaluation Conference · no summary yetSoham Dan, Hangfeng He, Dan Roth2020 · 8 citations
  27. Machine Learning with World Knowledge: The Position and Survey ↗arXiv (Cornell University) · no summary yetYangqiu Song, Dan Roth2017 · 8 citations
  28. End-to-end coreference resolution for clinical narratives ↗International Joint Conference on Artificial Intelligence · no summary yetPrateek Jindal, Dan Roth2013 · 8 citations
  29. Default-reasoning with models ↗no summary yetRoni Khardon, Dan Roth2012 · 8 citations
  30. Exploiting the Wikipedia structure in local and global classification of taxonomic relations ↗Natural Language Engineering · no summary yetQUANG XUAN, Dan Roth2012 · 8 citations
  31. Adapting Text instead of the Model: An Open Domain Approach ↗Proceedings of the Fifteenth Conference on Computational Natural Language Learning · no summary yetGourab Kundu, Dan Roth2011 · 8 citations
  32. Learning Components for A Question-Answering System. ↗no summary yetDan Roth et al.2001 · 8 citations
  33. Open Domain Question Answering with Conflicting Contexts ↗Findings of the Association for Computational Linguistics: NAACL 2025 · no summary yetSiyi Liu et al.2025 · 7 citations
  34. In and Out-of-Domain Text Adversarial Robustness via Label Smoothing ↗Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) · no summary yetYahan Yang et al.2023 · 7 citations
  35. Indirectly Supervised Natural Language Processing ↗Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 6: Tutorial Abstracts) · no summary yetWenpeng Yin et al.2023 · 7 citations
  36. Design Challenges for a Multi-Perspective Search Engine ↗Findings of the Association for Computational Linguistics: NAACL 2022 · no summary yetSihao Chen et al.2022 · 7 citations
  37. Systems AI: A Declarative Learning Based Programming Perspective ↗International Joint Conference on Artificial Intelligence · no summary yetParisa Kordjamshidi, Dan Roth, Kristian Kersting2018 · 7 citations
  38. Cross-lingual Dataless Classification for Languages with Small Wikipedia Presence ↗arXiv (Cornell University) · no summary yetYangqiu Song, Mayhew, Stephen, Dan Roth2016 · 7 citations
  39. Illinois Cross-Lingual Wikifier: Grounding Entities in Many Languages to the English Wikipedia ↗Proceedings of COLING 2016, the 26th International Conference on Computational Linguistics: System Demonstrations · no summary yetChen-Tse Tsai, Dan Roth2016 · 7 citations
  40. Constrained information-theoretic tripartite graph clustering to identify semantically similar relations ↗Rare & Special e-Zone (The Hong Kong University of Science and Technology) · no summary yetChenguang Wang et al.2015 · 7 citations
  41. A Discriminative Latent Variable Model for Online Clustering ↗International Conference on Machine Learning · no summary yetRajhans Samdani, Kai-Wei Chang, Dan Roth2014 · 7 citations
  42. Leveraging Domain-Independent Information in Semantic Parsing ↗Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) · no summary yetDan Goldwasser, Dan Roth2013 · 7 citations
  43. Online latent structure training for language acquisition ↗International Joint Conference on Artificial Intelligence · no summary yetMichael J. Connor Jr., Cynthia L. Fisher, Dan Roth2011 · 7 citations
  44. Learning Multi-linear Representations of Distributions for Efficient Inference ↗Lecture notes in computer science · no summary yetDan Roth, Rajhans Samdani2009 · 7 citations
  45. Proceedings of the Sixth Conference on Natural Language Learning ↗Data Archiving and Networked Services (DANS) · no summary yetDan Roth, Antal P. J. van den Bosch2002 · 7 citations
  46. Toward a Theory of Learning Coherent Concepts ↗no summary yetDan Roth, Dmitry Zelenko2000 · 7 citations
  47. A connectionist framework for reasoning: reasoning with examples ↗no summary yetDan Roth1996 · 7 citations
  48. Finding the Maximum Area Axis-parallel Rectangle in a Polygon. ↗no summary yetKaren Daniels, Victor Milenkovic, Dan Roth1993 · 7 citations
  49. Weaver: Interweaving SQL and LLM for Table ReasoningConference on Empirical Methods in Natural Language Processing (EMNLP)Rohit Khoja, Devanshu Gupta, Yanjie Fu, et al.2025 · 6 citations
  50. AutoCT: Automating Interpretable Clinical Trial Prediction with LLM Agents ↗Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing · no summary yetFengze Liu et al.2025 · 6 citations
  51. Can LLMs Narrate Tabular Data? An Evaluation Framework for Natural Language Representations of Text-to-SQL System Outputs ↗Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: Industry Track · no summary yetJyotika Singh et al.2025 · 6 citations
  52. FamiCom: Further Demystifying Prompts for Language Models with Task-Agnostic Performance Estimation ↗arXiv (Cornell University) · no summary yetBangzheng Li et al.2024 · 6 citations
  53. Dynamic Clue Bottlenecks: Towards Interpretable-by-Design Visual Question Answering ↗arXiv (Cornell University) · no summary yetXingyu Fu et al.2023 · 6 citations
  54. On Learning Latent Models with Multi-Instance Weak Supervision ↗neural information processing systems · no summary yetKaifu Wang, Efthymia Tsamoura, Dan Roth2023 · 6 citations
  55. On the Calibration of Multilingual Question Answering LLMs ↗arXiv (Cornell University) · no summary yetYahan Yang et al.2023 · 6 citations
  56. Declarative Learning-Based Programming as an Interface to AI Systems ↗Frontiers in Artificial Intelligence · no summary yetParisa Kordjamshidi, Dan Roth, Kristian Kersting2022 · 6 citations
  57. Building Low-Resource NER Models Using Non-Speaker Annotations ↗Proceedings of the Second Workshop on Data Science with Human in the Loop: Language Advances · no summary yetTatiana Tsygankova et al.2021 · 6 citations
  58. Planning with actively eliciting preferences ↗Knowledge-Based Systems · no summary yetMayukh Das et al.2018 · 6 citations
  59. Illinois Cognitive Computation Group UI-CCG TAC 2013 Entity Linking and Slot Filler Validation Systems ↗Theory and applications of categories · no summary yetCheng Xiao et al.2013 · 6 citations
  60. Aspect Guided Text Categorization with Unobserved Labels ↗Proceedings · no summary yetDan Roth, Yuancheng Tu2009 · 6 citations
  61. Stochastic Greedy Search: Efficiently Computing a Most Probable Explanation in Bayesian Networks ↗no summary yetOle J. Mengshoel, Dan Roth, David C. Wilkins2000 · 6 citations
  62. Shallow Parsing by Inferencing with Classifiers ↗Fourth Conference on Computational Natural Language Learning and the Second Learning Language in Logic Workshop · no summary yetVasin Punyakanok, Dan Roth2000 · 6 citations
  63. MoNaCo: More Natural and Complex Questions for Reasoning Across Dozens of DocumentsTransactions of the Association for Computational Linguistics (TACL)Tomer Wolfson, Harsh Trivedi, Mor Geva, et al.2026 · 5 citations
  64. NTSEBENCH: Cognitive Reasoning Benchmark for Vision Language Models ↗Findings of the Association for Computational Linguistics: NAACL 2025 · no summary yetPranshu Pandya et al.2025 · 5 citations
  65. From Instructions to Constraints: Language Model Alignment with Automatic Constraint Verification ↗arXiv (Cornell University) · no summary yetWang Fei et al.2024 · 5 citations
  66. GIVE: Structured Reasoning of Large Language Models with Knowledge Graph Inspired Veracity Extrapolation ↗arXiv (Cornell University) · no summary yetJiashu He et al.2024 · 5 citations
  67. Benchmarking Answer Verification Methods for Question Answering-Based Summarization Evaluation Metrics ↗Findings of the Association for Computational Linguistics: ACL 2022 · no summary yetDaniel Deutsch, Dan Roth2022 · 5 citations
  68. Capturing the Content of a Document through Complex Event Identification ↗Proceedings of the 11th Joint Conference on Lexical and Computational Semantics · no summary yetZheng Qi et al.2022 · 5 citations
  69. Transfer Learning via Representation Learning ↗Adaptation, learning, and optimization · no summary yetMohammad Ghomi Rostami et al.2022 · 5 citations
  70. Cross-Lingual Speaker Identification Using Distant Supervision ↗arXiv (Cornell University) · no summary yetBen Zhi Zhou et al.2022 · 5 citations
  71. Generalization in Instruction Following Systems ↗Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yetSoham Dan, Michael Zhou, Dan Roth2021 · 5 citations
  72. Robust Handling of Polysemy via Sparse Representations ↗Proceedings of the Seventh Joint Conference on Lexical and Computational Semantics · no summary yetAbhijit Mahabal, Dan Roth, Sid Mittal2018 · 5 citations
  73. Transliteration in Any Language with Surrogate Languages ↗arXiv (Cornell University) · no summary yetMayhew, Stephen, Christos Christodoulopoulos, Dan Roth2016 · 5 citations
  74. Distributed Training of Structured SVM ↗arXiv (Cornell University) · no summary yetChing-pei Lee et al.2015 · 5 citations
  75. Predicting Structures in NLP: Constrained Conditional Models and Integer Linear Programming in NLP ↗Tutorial Abstracts at the Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yetDan Goldwasser, Vivek Srikumar, Dan Roth2012 · 5 citations
  76. A Pipeline Framework for Dependency Parsing ↗Proceedings of the COLING/ACL 2006 Main Conference Poster Sessions · no summary yetMing-Wei Chang, Quang Do, Dan Roth2006 · 5 citations
  77. Learning Coherent Concepts ↗Lecture notes in computer science · no summary yetAshutosh Garg, Dan Roth2001 · 5 citations
  78. LAD-RAG: Layout-aware Dynamic RAG for Visually-Rich Document UnderstandingAnnual Meeting of the Association for Computational Linguistics (ACL)Zhivar Sourati, Zheng Wang, Marianne Menglin Liu, et al.2026 · 4 citations
  79. ToolScope: Enhancing LLM Agent Tool Use through Tool Merging and Context-Aware FilteringAnnual Meeting of the Association for Computational Linguistics (ACL)Marianne Menglin Liu, Daniel Garcia, Fjona Parllaku, et al.2026 · 4 citations
  80. Tree-based Dialogue Reinforced Policy Optimization for Red-Teaming Attacks ↗arXiv (Cornell University) · no summary yetGuo, Ruohao et al.2025 · 4 citations
  81. Comparative effectiveness of anti-seizure medications in emulated trials using medical informatics ↗Brain · no summary yetKevin Xie et al.2025 · 4 citations
  82. What if you said that differently?: How Explanation Formats Affect Human Feedback Efficacy and User Perception ↗Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers) · no summary yetChaitanya Malaviya et al.2024 · 4 citations
  83. Few-Shot Data-to-Text Generation via Unified Representation and Multi-Source Learning ↗Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetAlexander Hanbo Li et al.2023 · 4 citations
  84. Open-Domain Event Graph Induction for Mitigating Framing Bias ↗arXiv (Cornell University) · no summary yetSiyi Liu et al.2023 · 4 citations
  85. The Integer Linear Programming Inference Cookbook ↗arXiv (Cornell University) · no summary yetVivek Srikumar, Dan Roth2023 · 4 citations
  86. On Regularization and Inference with Label Constraints ↗arXiv (Cornell University) · no summary yetKaifu Wang et al.2023 · 4 citations
  87. Preference-Guided Planning: An Active Elicitation Approach ↗Adaptive Agents and Multi-Agents Systems · no summary yetMayukh Das et al.2018 · 4 citations
  88. Exploiting Partially Annotated Data for Temporal Relation Extraction ↗arXiv (Cornell University) · no summary yetQiang Ning et al.2018 · 4 citations
  89. Relational Learning and Feature Extraction by Querying over Heterogeneous Information Networks ↗arXiv (Cornell University) · no summary yetParisa Kordjamshidi et al.2017 · 4 citations
  90. Automatic Model Adaptation for Complex Structured Domains ↗Lecture notes in computer science · no summary yetGeoffrey Levine et al.2010 · 4 citations
  91. MT-OSC: Path for LLMs that Get Lost in Multi-Turn ConversationFindings of the Association for Computational LinguisticsJyotika Singh, Fang Tu, Miguel Ballesteros, et al.2026 · 3 citations
  92. RCI: A Score for Evaluating Global and Local Reasoning in Multimodal Benchmarks ↗Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: Industry Track · no summary yetAmit Agarwal et al.2025 · 3 citations
  93. Rethinking LLM Uncertainty: A Multi-Agent Approach to Estimating Black-Box Model Uncertainty ↗Findings of the Association for Computational Linguistics: EMNLP 2025 · no summary yetYu Feng et al.2025 · 3 citations
  94. ReFocus: Visual Editing as a Chain of Thought for Structured Image Understanding ↗arXiv (Cornell University) · no summary yetXingyu Fu et al.2025 · 3 citations
  95. LLM-Symbolic Integration for Robust Temporal Tabular Reasoning ↗Findings of the Association for Computational Linguistics: ACL 2025 · no summary yetAtharv Kulkarni et al.2025 · 3 citations
  96. MAPWise: Evaluating Vision-Language Models for Advanced Map Queries ↗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 yetSrija Mukhopadhyay et al.2025 · 3 citations
  97. Talking Point based Ideological Discourse Analysis in News Events ↗Findings of the Association for Computational Linguistics: ACL 2025 · no summary yetNishanth Sridhar Nakshatri et al.2025 · 3 citations
  98. LogiCoL: Logically-Informed Contrastive Learning for Set-based Dense Retrieval ↗Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing · no summary yetYanzhen Shen et al.2025 · 3 citations
  99. ReasonAgain: Using Extractable Symbolic Programs to Evaluate Mathematical Reasoning ↗arXiv (Cornell University) · no summary yetXiaodong Yu et al.2024 · 3 citations
  100. Model Tells Itself Where to Attend: Faithfulness Meets Automatic Attention Steering ↗arXiv (Cornell University) · no summary yetQingru Zhang et al.2024 · 3 citations

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