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Greg Durrett

  1. To CoT or not to CoT? Chain-of-thought helps mainly on math and symbolic reasoning
    2024/09/18 by Zayne Sprague, Sprague, Zayne, Fangcong Yin +18 · 6 voices · 68 citations
    Computer Science · #Computability, Logic, AI Algorithms #cs.AI #cs.CL #cs.LG
  2. OpenThoughts: Data Recipes for Reasoning Models
    2025/06/04 by Etash Guha, Ryan Marten, Guha, Etash +102 · 2 voices · 71 citations
    Computer Science · #Advanced Graph Neural Networks #Explainable Artificial Intelligence (XAI) #Mathematics, Computing, and Information Processing #cs.LG
  3. MiniCheck: Efficient Fact-Checking of LLMs on Grounding Documents
    2024/04/16 by Liyan Tang, Tang, Liyan, Philippe Laban +3 · 57 citations
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  4. A Long Way to Go: Investigating Length Correlations in RLHF
    2023/10/05 by Prasann Singhal, Singhal, Prasann, Tanya Goyal +5 · 2 voices · 30 citations
    Computer Science · #Expert finding and Q&A systems #Speech and dialogue systems #Topic Modeling #cs.CL #cs.LG
  5. SatLM: Satisfiability-Aided Language Models Using Declarative Prompting
    2023/05/16 by Xi Ye, Ye, Xi, Qiaochu Chen +6 · 1 voice · 23 citations
    Computer Science · #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling #cs.AI #cs.CL
  6. The Unreliability of Explanations in Few-shot Prompting for Textual Reasoning
    2022/05/06 by Xi Ye, Ye, Xi, Greg Durrett +1 · 20 citations
    Computer Science · #Topic Modeling #Explainable Artificial Intelligence (XAI) #Natural Language Processing Techniques
  7. WiCE: Real-World Entailment for Claims in Wikipedia
    2023/03/02 by Ryo Kamoi, Tanya Goyal, Kamoi, Ryo +5 · 17 citations
    Computer Science · Social Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling #Wikis in Education and Collaboration
  8. Complex Claim Verification with Evidence Retrieved in the Wild
    2023/05/19 by Jifan Chen, Chen, Jifan, Grace Kim +7 · 17 citations
    Computer Science · Decision Sciences · Social Sciences · #Access Control and Trust #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Topic Modeling
  9. CRUST-Bench: A Comprehensive Benchmark for C-to-safe-Rust Transpilation
    2025/04/21 by Anirudh Khatry, Khatry, Anirudh, Robert Zhang +12 · 2 voices · 9 citations
    Agricultural and Biological Sciences · Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE) #Sugarcane Cultivation and Processing #cs.CL #cs.LG #cs.SE
  10. Multi-hop Question Answering via Reasoning Chains
    2019/10/07 by Jifan Chen, Chen, Jifan, Shih-Ting Lin +3 · 10 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  11. Learning-Based Single-Document Summarization with Compression and Anaphoricity Constraints
    2016/03/29 by Greg Durrett, Taylor Berg-Kirkpatrick, Durrett, Greg +3 · 7 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling
  12. LoFiT: Localized Fine-tuning on LLM Representations
    2024/06/03 by Fangcong Yin, Xi Ye, Yin, Fangcong +3 · 14 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Neural Networks and Applications
  13. Understanding Factual Errors in Summarization: Errors, Summarizers, Datasets, Error Detectors
    2022/05/25 by Liyan Tang, Tang, Liyan, Tanya Goyal +14 · 8 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  14. Entity Cloze By Date: What LMs Know About Unseen Entities
    2022/05/05 by Yasumasa Onoe, Onoe, Yasumasa, Michael J. Q. Zhang +5 · 8 citations
    Computer Science · Decision Sciences · #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  15. From Distributional to Overton Pluralism: Investigating Large Language Model Alignment
    2024/06/25 by Thom Lake, Lake, Thom, Eunsol Choi +3 · 2 voices · 9 citations
    Computer Science · #Natural Language Processing Techniques #cs.CL #cs.LG
  16. Complementary Explanations for Effective In-Context Learning
    2022/11/25 by Xi Ye, Srinivasan Iyer, Ye, Xi +9 · 8 citations
    Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Topic Modeling
  17. Spherical Latent Spaces for Stable Variational Autoencoders
    2018/08/31 by Jiacheng Xu, Greg Durrett, Xu, Jiacheng +1 · 7 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Speech Recognition and Synthesis #Topic Modeling
  18. LambdaNet: Probabilistic Type Inference using Graph Neural Networks
    2020/04/29 by Jiayi Wei, Maruth Goyal, Wei, Jiayi +5 · 7 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Programming Languages (cs.PL) #Software Engineering Research #Software Testing and Debugging Techniques #Topic Modeling
  19. Capturing Semantic Similarity for Entity Linking with Convolutional Neural Networks
    2016/04/04 by Matthew Francis-Landau, Francis-Landau, Matthew, Greg Durrett +3 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling
  20. QUDEVAL: The Evaluation of Questions Under Discussion Discourse Parsing
    2023/10/23 by Yating Wu, Wu, Yating, Ritika Mangla +5 · 1 voice · 5 citations
    Computer Science · #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling #cs.CL
  21. TypeT5: Seq2seq Type Inference using Static Analysis
    2023/03/16 by Jiayi Wei, Wei, Jiayi, Greg Durrett +3 · 5 citations
    Computer Science · #Software Engineering Research #Software Testing and Debugging Techniques #Advanced Malware Detection Techniques
  22. Sketch-Driven Regular Expression Generation from Natural Language and Examples
    2019/08/16 by Xi Ye, Ye, Xi, Qiaochu Chen +7 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  23. Learning to Refine with Fine-Grained Natural Language Feedback
    2024/07/02 by Manya Wadhwa, Xinyu Zhao, Wadhwa, Manya +5 · 7 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
  24. Prompted Opinion Summarization with GPT-3.5
    2022/11/29 by Adithya Bhaskar, Alexander R. Fabbri, Bhaskar, Adithya +3 · 4 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Text Analysis Techniques
  25. Did they answer? Subjective acts and intents in conversational discourse
    2021/04/09 by Elisa Ferracane, Greg Durrett, Ferracane, Elisa +5 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  26. Can LMs Learn New Entities from Descriptions? Challenges in Propagating Injected Knowledge
    2023/05/02 by Yasumasa Onoe, Onoe, Yasumasa, Michael J. Q. Zhang +7 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  27. Data Extraction via Semantic Regular Expression Synthesis
    2023/05/17 by Qiaochu Chen, Arko Banerjee, Chen, Qiaochu +7 · 4 citations
    Computer Science · #FOS: Computer and information sciences #Natural Language Processing Techniques #Programming Languages (cs.PL) #Software Engineering Research #Topic Modeling
  28. Automated Transpilation of Imperative to Functional Code using Neural-Guided Program Synthesis (Extended Version)
    2022/03/17 by Benjamin Mariano, Mariano, Benjamin, Yanju Chen +7 · 3 citations
    Computer Science · #FOS: Computer and information sciences #Parallel Computing and Optimization Techniques #Programming Languages (cs.PL) #Software Engineering Research #Software Testing and Debugging Techniques
  29. CodeUpdateArena: Benchmarking Knowledge Editing on API Updates
    2024/07/08 by Zeyu Leo Liu, Liu, Zeyu Leo, Shrey Pandit +7 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research
  30. CLEVER: A Curated Benchmark for Formally Verified Code Generation
    2025/05/20 by Amitayush Thakur, Thakur, Amitayush, Jasper Lee +14 · 10 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Logic in Computer Science (cs.LO) #Logic, programming, and type systems #Machine Learning (cs.LG) #Programming Languages (cs.PL) #Software Engineering (cs.SE) #Software Engineering Research #Software Testing and Debugging Techniques
  31. QUDsim: Quantifying Discourse Similarities in LLM-Generated Text
    2025/04/12 by Ramya Namuduri, Namuduri, Ramya, Yating Wu +9 · 2 voices · 4 citations
    Computer Science · Social Sciences · #Computational and Text Analysis Methods #Text Readability and Simplification #Topic Modeling #cs.CL
  32. Using Natural Language Explanations to Rescale Human Judgments
    2023/05/24 by Manya Wadhwa, Wadhwa, Manya, Jifan Chen +5 · 1 voice · 2 citations
    Computer Science · #Explainable Artificial Intelligence (XAI) #Natural Language Processing Techniques #Topic Modeling #cs.CL
  33. ChartMuseum: Testing Visual Reasoning Capabilities of Large Vision-Language Models
    2025/05/19 by Liyan Tang, Grace Kim, Tang, Liyan +27 · 7 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  34. Which questions should I answer? Salience Prediction of Inquisitive Questions
    2024/04/16 by Yating Wu, Wu, Yating, Ritika Mangla +7 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  35. LongProc: Benchmarking Long-Context Language Models on Long Procedural Generation
    2025/01/09 by Xi Ye, Fangcong Yin, Ye, Xi +12 · 4 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech and dialogue systems
  36. Neural CRF Parsing
    2015/07/13 by Greg Durrett, Durrett, Greg, Dan Klein +1 · 1 citation
    Computer Science · #Anomaly Detection Techniques and Applications
  37. Natural Language Deduction with Incomplete Information
    2022/11/01 by Zayne Sprague, Sprague, Zayne, Kaj Bostrom +5 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  38. Optimal Neural Program Synthesis from Multimodal Specifications
    2020/10/04 by Xi Ye, Ye, Xi, Qiaochu Chen +5 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Programming Languages (cs.PL) #Software Engineering Research #Software Testing and Debugging Techniques #Topic Modeling
  39. Modeling Fine-Grained Entity Types with Box Embeddings
    2021/01/02 by Yasumasa Onoe, Michael Boratko, Onoe, Yasumasa +5 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Natural Language Processing Techniques #Topic Modeling
  40. Can NLI Models Verify QA Systems' Predictions?
    2021/04/18 by Jifan Chen, Eunsol Choi, Chen, Jifan +3 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
  41. Making Document-Level Information Extraction Right for the Right Reasons
    2021/10/14 by Liyan Tang, Tang, Liyan, Dhruv Rajan +9 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  42. Training Dynamics for Text Summarization Models
    2021/10/15 by Tanya Goyal, Jiacheng Xu, Goyal, Tanya +5 · 1 citation
    Computer Science · Social Sciences · #Topic Modeling #Natural Language Processing Techniques #Computational and Text Analysis Methods
  43. Can Explanations Be Useful for Calibrating Black Box Models?
    2021/10/14 by Xi Ye, Ye, Xi, Greg Durrett +1 · 1 citation
    Computer Science · #Topic Modeling #Explainable Artificial Intelligence (XAI) #Bayesian Modeling and Causal Inference
  44. SNaC: Coherence Error Detection for Narrative Summarization
    2022/05/19 by Tanya Goyal, Goyal, Tanya, Junyi Jessy Li +3 · 1 citation
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  45. ProofWala: A Framework for Multilingual Proof Data Synthesis and Theorem-Proving
    2025/02/07 by Amitayush Thakur, George Tsoukalas, Thakur, Amitayush +5 · 1 voice · 1 citation
    #cs.AI #cs.LG #cs.LO #cs.PL
  46. Shortcomings of Question Answering Based Factuality Frameworks for Error Localization
    2022/10/13 by Ryo Kamoi, Kamoi, Ryo, Tanya Goyal +3 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  47. Discourse Comprehension: A Question Answering Framework to Represent Sentence Connections
    2021/11/01 by Wei-Jen Ko, Ko, Wei-Jen, Cutter Dalton +9 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #Expert finding and Q&A systems #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  48. Contrastive Learning to Improve Retrieval for Real-world Fact Checking
    2024/10/07 by Aniruddh Sriram, Fangyuan Xu, Sriram, Aniruddh +5 · 2 citations
    Computer Science · #Advanced Malware Detection Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling #Web Data Mining and Analysis
  49. Explanation Selection Using Unlabeled Data for Chain-of-Thought Prompting
    2023/02/09 by Xi Ye, Ye, Xi, Greg Durrett +1 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Software Engineering Research #Topic Modeling
  50. RankAlign: A Ranking View of the Generator-Validator Gap in Large Language Models
    2025/04/15 by Juan Diego Rodríguez, Juan Diego Rodriguez, Wenxuan Ding +6 · 1 voice · 2 citations
    Computer Science · Social Sciences · #Computational and Text Analysis Methods #Multimodal Machine Learning Applications #Topic Modeling #cs.CL
  51. Less Likely Brainstorming: Using Language Models to Generate Alternative Hypotheses
    2023/05/30 by Liyan Tang, Yifan Peng, Tang, Liyan +9 · 1 citation
    Computer Science · Medicine · #Topic Modeling #Artificial Intelligence in Healthcare and Education #Natural Language Processing Techniques
  52. SynthesizRR: Generating Diverse Datasets with Retrieval Augmentation
    2024/05/16 by Abhishek Divekar, Divekar, Abhishek, Greg Durrett +1 · 1 citation
    Computer Science · #Machine Learning and Data Classification #Image Processing and 3D Reconstruction #Image Retrieval and Classification Techniques
  53. Coeditor: Leveraging Contextual Changes for Multi-round Code Auto-editing
    2023/05/29 by Jiayi Wei, Wei, Jiayi, Greg Durrett +3 · 1 citation
    Computer Science · Decision Sciences · #Software Engineering Research #Scientific Computing and Data Management #Open Source Software Innovations
  54. Narrative Interpolation for Generating and Understanding Stories
    2020/08/17 by Su Wang, Wang, Su, Greg Durrett +3 · 2 citations
    Computer Science · #Artificial Intelligence in Games #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  55. D2PO: Discriminator-Guided DPO with Response Evaluation Models
    2024/05/02 by Prasann Singhal, Nathan Lambert, Singhal, Prasann +7 · 1 citation
    Computer Science · #Anomaly Detection Techniques and Applications #Computation and Language (cs.CL) #FOS: Computer and information sciences
  56. Web Question Answering with Neurosymbolic Program Synthesis
    2021/04/14 by Qiaochu Chen, Chen, Qiaochu, Aaron Lamoreaux +9 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Programming Languages (cs.PL) #Software Engineering Research #Topic Modeling #Web Data Mining and Analysis
  57. SPARTA ALIGNMENT: Collectively Aligning Multiple Language Models through Combat
    2025/06/05 by Yuru Jiang, Wenxuan Ding, Jiang, Yuru +7 · 2 citations
    Computer Science · Social Sciences · #Artificial Intelligence in Games #Computation and Language (cs.CL) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Mobile Crowdsensing and Crowdsourcing