Publications

2025

• (preprint) LongProc: Benchmarking Long-Context Language Models on Long Procedural Generation   Paper  Code  Bib

  @InProceedings{Ye-Et-Al:2025:Longproc,
    title = {LongProc: Benchmarking Long-Context Language Models on Long Procedural Generation},
    author = {Xi Ye and Fangcong Yin and Yinghui He and Joie Zhang and Howard Yen and Tianyu Gao and Greg Durrett and Danqi Chen},
    booktitle = {arXiv},
    year = {2025},
  }

  
  Xi Ye, Fangcong Yin, Yinghui He, Joie Zhang, Howard Yen, Tianyu Gao, Greg Durrett, and Danqi Chen. arXiv 2025.

2024

• (preprint) Understanding Synthetic Context Extension via Retrieval Heads   Paper  Bib

  @InProceedings{Zhao-Et-Al:2024:Synthetic,
    title = {Understanding Synthetic Context Extension via Retrieval Heads},
    author = {Xinyu Zhao and Fangcong Yin and Greg Durrett},
    booktitle = {arXiv},
    year = {2024},
  }

  
  Xinyu Zhao, Fangcong Yin, and Greg Durrett. arXiv 2024.
• (preprint) To CoT or not to CoT? Chain-of-thought helps mainly on math and symbolic reasoning   Paper  Bib

  @InProceedings{Sprague-Et-Al:2024:CoT,
    title = {To CoT or not to CoT? Chain-of-thought helps mainly on math and symbolic reasoning},
    author = {Zayne Sprague and Fangcong Yin and Juan Diego Rodriguez and Dongwei Jiang and Manya Wadhwa and Prasann Singhal and Xinyu Zhao and Xi Ye and Kyle Mahowald and Greg Durrett},
    booktitle = {arXiv},
    year = {2024},
  }

  
  Zayne Sprague, Fangcong Yin, Juan Diego Rodriguez, Dongwei Jiang, Manya Wadhwa, Prasann Singhal, Xinyu Zhao, Xi Ye, Kyle Mahowald, and Greg Durrett. arXiv 2024.
• LoFiT: Localized Fine-tuning on LLM Representations   Paper  Code  Bib

  @InProceedings{Yin-Et-Al:2024:LoFiT,
    title = {LoFiT: Localized Fine-tuning on LLM Representations},
    author = {Fangcong Yin and Xi Ye and Greg Durrett},
    booktitle = {Proceedings of NeurIPS},
    year = {2024},
  }

  
  Fangcong Yin, Xi Ye, and Greg Durrett. Proceedings of NeurIPS 2024.
• MiniCheck: Efficient Fact-Checking of LLMs on Grounding Documents   Paper  Code  Bib

  @InProceedings{Tang-Et-Al:2024:MiniCheck,
    title = {MiniCheck: Efficient Fact-Checking of LLMs on Grounding Documents},
    author = {Liyan Tang and Philippe Laban and Greg Durrett},
    booktitle = {Proceedings of EMNLP},
    year = {2024},
  }

  
  Liyan Tang, Philippe Laban, and Greg Durrett. Proceedings of EMNLP 2024.
• SynthesizRR: Generating Diverse Datasets with Retrieval Augmentation   Paper  Code  Bib

  @InProceedings{Divekar-Et-Al:2024:SynthesizRR,
    title = {SynthesizRR: Generating Diverse Datasets with Retrieval Augmentation},
    author = {Abhishek Divekar and Greg Durrett},
    booktitle = {Proceedings of EMNLP},
    year = {2024},
  }

  
  Abhishek Divekar and Greg Durrett. Proceedings of EMNLP 2024.
• Which questions should I answer? Salience Prediction of Inquisitive Questions   Paper  Bib

  @InProceedings{Wu-Et-Al:2024:QUDSalience,
    title = {Which questions should I answer? Salience Prediction of Inquisitive Questions},
    author = {Yating Wu and Ritika Mangla and Alexandros Dimakis and Greg Durrett and Junyi Jessy Li},
    booktitle = {Proceedings of EMNLP (outstanding paper)},
    year = {2024},
  }

  
  Yating Wu, Ritika Mangla, Alexandros Dimakis, Greg Durrett, and Junyi Jessy Li. Proceedings of EMNLP (outstanding paper) 2024.
• Learning to Refine with Fine-Grained Natural Language Feedback   Paper  Code  Bib

  @InProceedings{Wadhwa-Et-Al:2024:Refinement,
    title = {Learning to Refine with Fine-Grained Natural Language Feedback},
    author = {Manya Wadhwa and Xinyu Zhao and Junyi Jessy Li and Greg Durrett},
    booktitle = {Findings of EMNLP},
    year = {2024},
  }

  
  Manya Wadhwa, Xinyu Zhao, Junyi Jessy Li, and Greg Durrett. Findings of EMNLP 2024.
• Molecular Facts: Desiderata for Decontextualization in LLM Fact Verification   Paper  Bib

  @InProceedings{Gunjal-Et-Al:2024:Molecular,
    title = {Molecular Facts: Desiderata for Decontextualization in LLM Fact Verification},
    author = {Anisha Gunjal and Greg Durrett},
    booktitle = {Findings of EMNLP},
    year = {2024},
  }

  
  Anisha Gunjal and Greg Durrett. Findings of EMNLP 2024.
• (workshop) Contrastive Learning to Improve Retrieval for Real-world Fact Checking   Paper  Bib

  @InProceedings{Sriram-Et-Al:2024:Retrieval,
    title = {Contrastive Learning to Improve Retrieval for Real-world Fact Checking},
    author = {Aniruddh Sriram and Fangyuan Xu and Eunsol Choi and Greg Durrett},
    booktitle = {Workshop on Fact Extraction and Verification (FEVER) at EMNLP (oral)},
    year = {2024},
  }

  
  Aniruddh Sriram, Fangyuan Xu, Eunsol Choi, and Greg Durrett. Workshop on Fact Extraction and Verification (FEVER) at EMNLP (oral) 2024.
• D2PO: Discriminator-Guided DPO with Response Evaluation Models   Paper  Bib

  @InProceedings{Singhal-Et-Al:2024:D2PO,
    title = {D2PO: Discriminator-Guided DPO with Response Evaluation Models},
    author = {Prasann Singhal and Nathan Lambert and Scott Niekum and Tanya Goyal and Greg Durrett},
    booktitle = {Proceedings of COLM},
    year = {2024},
  }

  
  Prasann Singhal, Nathan Lambert, Scott Niekum, Tanya Goyal, and Greg Durrett. Proceedings of COLM 2024.
• A Long Way To Go: Investigating Length Correlations in RLHF   Paper  Bib

  @InProceedings{Singhal-Et-Al:2023:RLHF,
    title = {A Long Way To Go: Investigating Length Correlations in RLHF},
    author = {Prasann Singhal and Tanya Goyal and Jiacheng Xu and Greg Durrett},
    booktitle = {Proceedings of COLM (oral spotlight)},
    year = {2024},
  }

  
  Prasann Singhal, Tanya Goyal, Jiacheng Xu, and Greg Durrett. Proceedings of COLM (oral spotlight) 2024.
• Using Natural Language Explanations to Rescale Human Judgments   Paper  Code  Bib

  @InProceedings{Wadhwa-Et-Al:2023:EBR,
    title = {Using Natural Language Explanations to Rescale Human Judgments},
    author = {Manya Wadhwa and Jifan Chen and Junyi Jessy Li and Greg Durrett},
    booktitle = {Proceedings of COLM},
    year = {2024},
  }

  
  Manya Wadhwa, Jifan Chen, Junyi Jessy Li, and Greg Durrett. Proceedings of COLM 2024.
• (preprint) CodeUpdateArena: Benchmarking Knowledge Editing on API Updates   Paper  Code  Bib

  @InProceedings{Liu-Et-Al:2024:CodeUpdate,
    title = {CodeUpdateArena: Benchmarking Knowledge Editing on API Updates},
    author = {Zeyu Leo Liu and Shrey Pandit and Xi Ye and Eunsol Choi and Greg Durrett},
    booktitle = {arXiv},
    year = {2024},
  }

  
  Zeyu Leo Liu, Shrey Pandit, Xi Ye, Eunsol Choi, and Greg Durrett. arXiv 2024.
• (preprint) From Distributional to Overton Pluralism: Investigating Large Language Model Alignment   Paper  Bib

  @InProceedings{Lake-Et-Al:2024:Alignment,
    title = {From Distributional to Overton Pluralism: Investigating Large Language Model Alignment},
    author = {Thom Lake and Eunsol Choi and Greg Durrett},
    booktitle = {arXiv},
    year = {2024},
  }

  
  Thom Lake, Eunsol Choi, and Greg Durrett. arXiv 2024.
• X-PARADE: Cross-Lingual Textual Entailment and Information Divergence across Paragraphs   Paper  Code  Bib

  @InProceedings{Rodriguez-Et-Al:2024:XPARADE,
    title = {X-PARADE: Cross-Lingual Textual Entailment and Information Divergence across Paragraphs},
    author = {Juan Diego Rodriguez and Katrin Erk and Greg Durrett},
    booktitle = {Proceedings of NAACL},
    year = {2024},
  }

  
  Juan Diego Rodriguez, Katrin Erk, and Greg Durrett. Proceedings of NAACL 2024.
• Complex Claim Verification with Evidence Retrieved in the Wild   Paper  Code  Bib

  @InProceedings{Chen-Et-Al:2024:Fact-check,
    title = {Complex Claim Verification with Evidence Retrieved in the Wild},
    author = {Jifan Chen and Grace Kim and Aniruddh Sriram and Greg Durrett and Eunsol Choi},
    booktitle = {Proceedings of NAACL},
    year = {2024},
  }

  
  Jifan Chen, Grace Kim, Aniruddh Sriram, Greg Durrett, and Eunsol Choi. Proceedings of NAACL 2024.
• MuSR: Testing the Limits of Chain-of-thought with Multistep Soft Reasoning   Paper  Code  Bib

  @InProceedings{Sprague-Et-Al:2024:MuSR,
    title = {MuSR: Testing the Limits of Chain-of-thought with Multistep Soft Reasoning},
    author = {Zayne Sprague and Xi Ye and Kaj Bostrom and Swarat Chaudhuri and Greg Durrett},
    booktitle = {Proceedings of ICLR (spotlight)},
    year = {2024},
  }

  
  Zayne Sprague, Xi Ye, Kaj Bostrom, Swarat Chaudhuri, and Greg Durrett. Proceedings of ICLR (spotlight) 2024.
• Coeditor: Leveraging Contextual Changes for Multi-round Code Auto-editing   Paper  Bib

  @InProceedings{Wei-etal:2024:Coeditor,
    title = {Coeditor: Leveraging Contextual Changes for Multi-round Code Auto-editing},
    author = {Jiayi Wei and Greg Durrett and Isil Dillig},
    booktitle = {Proceedings of ICLR (spotlight)},
    year = {2024},
  }

  
  Jiayi Wei, Greg Durrett, and Isil Dillig. Proceedings of ICLR (spotlight) 2024.

2023

• SatLM: Satisfiability-Aided Language Models Using Declarative Prompting   Paper  Code  Bib

  @InProceedings{Ye-Et-Al:2023:SAT,
    title = {SatLM: Satisfiability-Aided Language Models Using Declarative Prompting},
    author = {Xi Ye and Qiaochu Chen and Isil Dillig and Greg Durrett},
    booktitle = {Proceedings of NeurIPS},
    year = {2023},
  }

  
  Xi Ye, Qiaochu Chen, Isil Dillig, and Greg Durrett. Proceedings of NeurIPS 2023.
• Propagating Knowledge Updates to LMs Through Distillation   Paper  Code  Bib

  @InProceedings{Padmanabhan-Et-Al:2023:Distillation,
    title = {Propagating Knowledge Updates to LMs Through Distillation},
    author = {Shankar Padmanabhan and Yasumasa Onoe and Michael J.Q. Zhang and Greg Durrett and Eunsol Choi},
    booktitle = {Proceedings of NeurIPS},
    year = {2023},
  }

  
  Shankar Padmanabhan, Yasumasa Onoe, Michael J.Q. Zhang, Greg Durrett, and Eunsol Choi. Proceedings of NeurIPS 2023.
• WICE: Real-World Entailment for Claims in Wikipedia   Paper  Code  Bib

  @InProceedings{Kamoi-Et-Al:2023:QASumm,
    title = {WICE: Real-World Entailment for Claims in Wikipedia},
    author = {Ryo Kamoi and Tanya Goyal and Juan Diego Rodriguez and Greg Durrett},
    booktitle = {Proceedings of EMNLP},
    year = {2023},
  }

  
  Ryo Kamoi, Tanya Goyal, Juan Diego Rodriguez, and Greg Durrett. Proceedings of EMNLP 2023.
• Explanation Selection Using Unlabeled Data for Chain-of-Thought Prompting   Paper  Bib

  @InProceedings{Ye-Durrett:2023:Complementary,
    title = {Explanation Selection Using Unlabeled Data for Chain-of-Thought Prompting},
    author = {Xi Ye and Greg Durrett},
    booktitle = {Proceedings of EMNLP},
    year = {2023},
  }

  
  Xi Ye and Greg Durrett. Proceedings of EMNLP 2023.
• QUDEVAL: The Evaluation of Questions Under Discussion Discourse Parsing   Paper  Bib

  @InProceedings{Wu-Et-Al:2023:QUDEval,
    title = {QUDEVAL: The Evaluation of Questions Under Discussion Discourse Parsing},
    author = {Yating Wu and Ritika Mangla and Greg Durrett and Junyi Jessy Li},
    booktitle = {Proceedings of EMNLP},
    year = {2023},
  }

  
  Yating Wu, Ritika Mangla, Greg Durrett, and Junyi Jessy Li. Proceedings of EMNLP 2023.
• (preprint) Drafting Event Schemas using Language Models   Paper  Bib

  @InProceedings{Gunjal-Durrett:2023:Schemas,
    title = {Drafting Event Schemas using Language Models},
    author = {Anisha Gunjal and Greg Durrett},
    booktitle = {arXiv},
    year = {2023},
  }

  
  Anisha Gunjal and Greg Durrett. arXiv 2023.
• Data Extraction via Semantic Regular Expression Synthesis   Paper  Bib

  @InProceedings{Chen-Et-Al:2023:Semregex,
    title = {Data Extraction via Semantic Regular Expression Synthesis},
    author = {Qiaochu Chen and Arko Banerjee and Çağatay Demiralp and Greg Durrett and Isil Dillig},
    booktitle = {Object-oriented Programming, Systems, Languages, and Applications (OOPSLA)},
    year = {2023},
  }

  
  Qiaochu Chen, Arko Banerjee, Çağatay Demiralp, Greg Durrett, and Isil Dillig. Object-oriented Programming, Systems, Languages, and Applications (OOPSLA) 2023.
• (workshop) Deductive Additivity for Planning of Natural Language Proofs   Paper  Code  Bib

  @InProceedings{Sprague-Et-Al:2023:Deductive_Additivity,
    title = {Deductive Additivity for Planning of Natural Language Proofs},
    author = {Zayne Sprague and Kaj Bostrom and Swarat Chaudhuri and Greg Durrett},
    booktitle = {Proceedings of the First Workshop on Natural Language Reasoning and Structured Explanations},
    year = {2023},
  }

  
  Zayne Sprague, Kaj Bostrom, Swarat Chaudhuri, and Greg Durrett. Proceedings of the First Workshop on Natural Language Reasoning and Structured Explanations 2023.
• Can LMs Learn New Entities from Descriptions? Challenges in Propagating Injected Knowledge   Paper  Code  Bib

  @InProceedings{Onoe-Et-Al:2023:EKP,
    title = {Can LMs Learn New Entities from Descriptions? Challenges in Propagating Injected Knowledge},
    author = {Yasumasa Onoe and Michael J.Q. Zhang and Shankar Padmanabhan and Greg Durrett and Eunsol Choi},
    booktitle = {Proceedings of ACL},
    year = {2023},
  }

  
  Yasumasa Onoe, Michael J.Q. Zhang, Shankar Padmanabhan, Greg Durrett, and Eunsol Choi. Proceedings of ACL 2023.
• EEL: Efficiently Encoding Lattices for Reranking   Paper  Bib

  @InProceedings{Singhal-Et-Al:2023:Lattice,
    title = {EEL: Efficiently Encoding Lattices for Reranking},
    author = {Prasann Singhal and Jiacheng Xu and Xi Ye and Greg Durrett},
    booktitle = {Proceedings of ACL},
    year = {2023},
  }

  
  Prasann Singhal, Jiacheng Xu, Xi Ye, and Greg Durrett. Proceedings of ACL 2023.
• Understanding Factual Errors in Summarization: Errors, Summarizers, Datasets, Error Detectors   Paper  Bib

  @InProceedings{Tang-Et-Al:2023:Factuality,
    title = {Understanding Factual Errors in Summarization: Errors, Summarizers, Datasets, Error Detectors},
    author = {Liyan Tang and Tanya Goyal and Alexander R. Fabbri and Philippe Laban and Jiacheng Xu and Semih Yavuz and Wojciech Kryściński and Justin F. Rousseau and Greg Durrett},
    booktitle = {Proceedings of ACL},
    year = {2023},
  }

  
  Liyan Tang, Tanya Goyal, Alexander R. Fabbri, Philippe Laban, Jiacheng Xu, Semih Yavuz, Wojciech Kryściński, Justin F. Rousseau, and Greg Durrett. Proceedings of ACL 2023.
• Complementary Explanations for Effective In-Context Learning   Paper  Bib

  @InProceedings{Ye-Et-Al:2023:Complementary,
    title = {Complementary Explanations for Effective In-Context Learning},
    author = {Xi Ye and Srinivasan Iyer and Asli Celikyilmaz and Ves Stoyanov and Greg Durrett and Ramakanth Pasunuru},
    booktitle = {Findings of ACL},
    year = {2023},
  }

  
  Xi Ye, Srinivasan Iyer, Asli Celikyilmaz, Ves Stoyanov, Greg Durrett, and Ramakanth Pasunuru. Findings of ACL 2023.
• Prompted Opinion Summarization with GPT-3.5   Paper  Bib

  @InProceedings{Bhaskar-Et-Al:2023:Opinion,
    title = {Prompted Opinion Summarization with GPT-3.5},
    author = {Adithya Bhaskar and Alexander R. Fabbri and Greg Durrett},
    booktitle = {Findings of ACL},
    year = {2023},
  }

  
  Adithya Bhaskar, Alexander R. Fabbri, and Greg Durrett. Findings of ACL 2023.
• Less Likely Brainstorming: Using Language Models to Generate Alternative Hypotheses   Paper  Bib

  @InProceedings{Tang-Et-Al:2023:Brainstorming,
    title = {Less Likely Brainstorming: Using Language Models to Generate Alternative Hypotheses},
    author = {Liyan Tang and Yifan Peng and Yanshan Wang and Ying Ding and Greg Durrett and Justin F. Rousseau},
    booktitle = {Findings of ACL},
    year = {2023},
  }

  
  Liyan Tang, Yifan Peng, Yanshan Wang, Ying Ding, Greg Durrett, and Justin F. Rousseau. Findings of ACL 2023.
• Discourse Analysis via Questions and Answers: Parsing Dependency Structures of Questions Under Discussion   Paper  Bib

  @InProceedings{Ko-Et-Al:2023:DCQAParsing,
    title = {Discourse Analysis via Questions and Answers: Parsing Dependency Structures of Questions Under Discussion}.,
    author = {Wei-Jen Ko and Yating Wu and Cutter Dalton and Dananjay Srinivas and Greg Durrett and Junyi Jessy Li},
    booktitle = {Findings of ACL},
    year = {2023},
  }

  
  Wei-Jen Ko, Yating Wu, Cutter Dalton, Dananjay Srinivas, Greg Durrett, and Junyi Jessy Li. Findings of ACL 2023.
• Shortcomings of Question Answering Based Factuality Frameworks for Error Localization   Paper  Bib

  @InProceedings{Kamoi-Et-Al:2023:QASumm,
    title = {Shortcomings of Question Answering Based Factuality Frameworks for Error Localization},
    author = {Ryo Kamoi and Tanya Goyal and Greg Durrett},
    booktitle = {Proceedings of EACL},
    year = {2023},
  }

  
  Ryo Kamoi, Tanya Goyal, and Greg Durrett. Proceedings of EACL 2023.
• Assessing Out-of-Domain Language Model Performance from Few Examples   Paper  Bib

  @InProceedings{Singhal-Et-Al:2023:OOD,
    title = {Assessing Out-of-Domain Language Model Performance from Few Examples},
    author = {Prasann Singhal and Jarad Forristal and Xi Ye and Greg Durrett},
    booktitle = {Proceedings of EACL},
    year = {2023},
  }

  
  Prasann Singhal, Jarad Forristal, Xi Ye, and Greg Durrett. Proceedings of EACL 2023.
• TypeT5: Seq2seq Type Inference using Static Analysis   Paper  Bib

  @InProceedings{Wei-etal:2023:TypeT5,
    title = {TypeT5: Seq2seq Type Inference using Static Analysis},
    author = {Jiayi Wei and Greg Durrett and Isil Dillig},
    booktitle = {Proceedings of ICLR},
    year = {2023},
  }

  
  Jiayi Wei, Greg Durrett, and Isil Dillig. Proceedings of ICLR 2023.

2022

• (preprint) News Summarization and Evaluation in the Era of GPT-3   Paper  Code  Bib

  @InProceedings{Goyal-Et-Al:2022:GPT3,
    title = {News Summarization and Evaluation in the Era of GPT-3},
    author = {Tanya Goyal and Junyi Jessy Li and Greg Durrett},
    booktitle = {arXiv},
    year = {2022},
  }

  
  Tanya Goyal, Junyi Jessy Li, and Greg Durrett. arXiv 2022.
• Natural Language Deduction with Incomplete Information   Paper  Code  Bib

  @InProceedings{Sprague-etal:2022:Incomplete,
    title = {Natural Language Deduction with Incomplete Information},
    author = {Zayne Sprague and Kaj Bostrom and Swarat Chaudhuri and Greg Durrett},
    booktitle = {Proceedings of EMNLP},
    year = {2022},
  }

  
  Zayne Sprague, Kaj Bostrom, Swarat Chaudhuri, and Greg Durrett. Proceedings of EMNLP 2022.
• SNaC: Coherence Error Detection for Narrative Summarization   Paper  Bib

  @InProceedings{Goyal-Et-Al:2022:Snac,
    title = {SNaC: Coherence Error Detection for Narrative Summarization},
    author = {Tanya Goyal and Junyi Jessy Li and Greg Durrett},
    booktitle = {Proceedings of EMNLP},
    year = {2022},
  }

  
  Tanya Goyal, Junyi Jessy Li, and Greg Durrett. Proceedings of EMNLP 2022.
• Generating Literal and Implied Subquestions to Fact-check Complex Claims   Paper  Code  Bib

  @InProceedings{Chen-Et-Al:2022:Factcheck,
    title = {Generating Literal and Implied Subquestions to Fact-check Complex Claims},
    author = {Jifan Chen and Aniruddh Sriram and Eunsol Choi and Greg Durrett},
    booktitle = {Proceedings of EMNLP},
    year = {2022},
  }

  
  Jifan Chen, Aniruddh Sriram, Eunsol Choi, and Greg Durrett. Proceedings of EMNLP 2022.
• Natural Language Deduction through Search over Statement Compositions   Paper  Bib

  @InProceedings{Bostrom-etal:2022:Deduction,
    title = {Natural Language Deduction through Search over Statement Compositions},
    author = {Kaj Bostrom and Zayne Sprague and Swarat Chaudhuri and Greg Durrett},
    booktitle = {Findings of EMNLP},
    year = {2022},
  }

  
  Kaj Bostrom, Zayne Sprague, Swarat Chaudhuri, and Greg Durrett. Findings of EMNLP 2022.
• Discourse Comprehension: A Question Answering Framework to Represent Sentence Connections   Paper  Bib

  @InProceedings{Ko-Et-Al:2022:DCQA,
    title = {Discourse Comprehension: A Question Answering Framework to Represent Sentence Connections},
    author = {Wei-Jen Ko and Cutter Dalton and Mark Simmons and Eliza Fisher and Greg Durrett and Junyi Jessy Li},
    booktitle = {Proceedings of EMNLP},
    year = {2022},
  }

  
  Wei-Jen Ko, Cutter Dalton, Mark Simmons, Eliza Fisher, Greg Durrett, and Junyi Jessy Li. Proceedings of EMNLP 2022.
• The Unreliability of Explanations in Few-shot Prompting for Textual Reasoning   Paper  Bib

  @InProceedings{Ye-Durrett:2022:Fewshot,
    title = {The Unreliability of Explanations in Few-shot Prompting for Textual Reasoning},
    author = {Xi Ye and Greg Durrett},
    booktitle = {Proceedings of NeurIPS},
    year = {2022},
  }

  
  Xi Ye and Greg Durrett. Proceedings of NeurIPS 2022.
• Massive-scale Decoding for Text Generation using Lattices   Paper  Code  Bib

  @InProceedings{Xu-etal:2022:Lattice,
    title = {Massive-scale Decoding for Text Generation using Lattices},
    author = {Jiacheng Xu and Siddhartha Reddy Jonnalagadda and Greg Durrett},
    booktitle = {Proceedings of NAACL},
    year = {2022},
  }

  
  Jiacheng Xu, Siddhartha Reddy Jonnalagadda, and Greg Durrett. Proceedings of NAACL 2022.
• Entity Cloze By Date: What LMs Know About Unseen Entities   Paper  Bib

  @InProceedings{Onoe-Et-Al:2022:ECBD,
    title = {Entity Cloze By Date: What LMs Know About Unseen Entities},
    author = {Yasumasa Onoe and Michael J.Q. Zhang and Eunsol Choi and Greg Durrett},
    booktitle = {Findings of NAACL (short)},
    year = {2022},
  }

  
  Yasumasa Onoe, Michael J.Q. Zhang, Eunsol Choi, and Greg Durrett. Findings of NAACL (short) 2022.
• Type-Directed Synthesis of Visualizations from Natural Language Queries   Paper  Bib

  @InProceedings{Chen-etal:2022:Graphy,
    title = {Type-Directed Synthesis of Visualizations from Natural Language Queries},
    author = {Qiaochu Chen and Shankara Pailoor and Celeste Barnaby and Abby Criswell and Chenglong Wang and Greg Durrett and Isil Dillig},
    booktitle = {Object-oriented Programming, Systems, Languages, and Applications (OOPSLA)},
    year = {2022},
  }

  
  Qiaochu Chen, Shankara Pailoor, Celeste Barnaby, Abby Criswell, Chenglong Wang, Greg Durrett, and Isil Dillig. Object-oriented Programming, Systems, Languages, and Applications (OOPSLA) 2022.
• Automated Transpilation of Imperative to Functional Code using Neural-Guided Program Synthesis   Paper  Bib

  @InProceedings{Mariano-etal:2022:Transpilation,
    title = {Automated Transpilation of Imperative to Functional Code using Neural-Guided Program Synthesis},
    author = {Benjamin Mariano and Yanju Chen and Yu Feng and Greg Durrett and Isil Dillig},
    booktitle = {Object-oriented Programming, Systems, Languages, and Applications (OOPSLA)},
    year = {2022},
  }

  
  Benjamin Mariano, Yanju Chen, Yu Feng, Greg Durrett, and Isil Dillig. Object-oriented Programming, Systems, Languages, and Applications (OOPSLA) 2022.
• Can Explanations Be Useful for Calibrating Black Box Models?   Paper  Bib

  @InProceedings{Ye-Durrett:2022:Calibration,
    title = {Can Explanations Be Useful for Calibrating Black Box Models?},
    author = {Xi Ye and Greg Durrett},
    booktitle = {Proceedings of ACL},
    year = {2022},
  }

  
  Xi Ye and Greg Durrett. Proceedings of ACL 2022.
• ASPECTNEWS: Aspect-Oriented Summarization of News Documents   Paper  Bib

  @InProceedings{Ahuja-Et-Al:2022:Aspect,
    title = {ASPECTNEWS: Aspect-Oriented Summarization of News Documents},
    author = {Ojas Ahuja and Jiacheng Xu and Akshay Gupta and Kevin Horecka and Greg Durrett},
    booktitle = {Proceedings of ACL},
    year = {2022},
  }

  
  Ojas Ahuja, Jiacheng Xu, Akshay Gupta, Kevin Horecka, and Greg Durrett. Proceedings of ACL 2022.
• Training Dynamics for Text Summarization Models   Paper  Bib

  @InProceedings{Goyal-Et-Al:2022:Training,
    title = {Training Dynamics for Text Summarization Models},
    author = {Tanya Goyal and Jiacheng Xu and Junyi Jessy Li and Greg Durrett},
    booktitle = {Findings of ACL},
    year = {2022},
  }

  
  Tanya Goyal, Jiacheng Xu, Junyi Jessy Li, and Greg Durrett. Findings of ACL 2022.

2021

• (preprint) Cross-Lingual Fine-Grained Entity Typing   Paper  Bib

  @InProceedings{Selvaraj-Et-Al:2021:Crosslingual,
    title = {Cross-Lingual Fine-Grained Entity Typing},
    author = {Nila Selvaraj and Yasumasa Onoe and Greg Durrett},
    booktitle = {arXiv},
    year = {2021},
  }

  
  Nila Selvaraj, Yasumasa Onoe, and Greg Durrett. arXiv 2021.
• (preprint) Making Document-Level Information Extraction Right for the Right Reasons   Paper  Bib

  @InProceedings{Tang-Et-Al:2021:DoclevelRE,
    title = {Making Document-Level Information Extraction Right for the Right Reasons},
    author = {Liyan Tang and Dhruv Rajan and Suyash Mohan and Abhijeet Pradhan and R. Nick Bryan and Greg Durrett},
    booktitle = {arXiv},
    year = {2021},
  }

  
  Liyan Tang, Dhruv Rajan, Suyash Mohan, Abhijeet Pradhan, R. Nick Bryan, and Greg Durrett. arXiv 2021.
• CREAK: A Dataset for Commonsense Reasoning over Entity Knowledge   Paper  Code  Bib

  @InProceedings{Onoe-Et-Al:2021:Creak,
    title = {CREAK: A Dataset for Commonsense Reasoning over Entity Knowledge},
    author = {Yasumasa Onoe and Michael J.Q. Zhang and Eunsol Choi and Greg Durrett},
    booktitle = {Proceedings of NeurIPS (Datasets and Benchmarks)},
    year = {2021},
  }

  
  Yasumasa Onoe, Michael J.Q. Zhang, Eunsol Choi, and Greg Durrett. Proceedings of NeurIPS (Datasets and Benchmarks) 2021.
• Flexible Generation of Natural Language Deductions   Paper  Bib

  @InProceedings{Bostrom-etal:2021:Deduction,
    title = {Flexible Generation of Natural Language Deductions},
    author = {Kaj Bostrom and Xinyu Zhao and Swarat Chaudhuri and Greg Durrett},
    booktitle = {Proceedings of EMNLP},
    year = {2021},
  }

  
  Kaj Bostrom, Xinyu Zhao, Swarat Chaudhuri, and Greg Durrett. Proceedings of EMNLP 2021.
• Connecting Attributions and QA Model Behavior on Realistic Counterfactuals   Paper  Bib

  @InProceedings{Ye-Et-Al:2021:Explanations,
    title = {Connecting Attributions and QA Model Behavior on Realistic Counterfactuals},
    author = {Xi Ye and Rohan Nair and Greg Durrett},
    booktitle = {Proceedings of EMNLP},
    year = {2021},
  }

  
  Xi Ye, Rohan Nair, and Greg Durrett. Proceedings of EMNLP 2021.
• Can NLI Models Verify QA Systems' Predictions?   Paper  Bib

  @InProceedings{Chen-etal:2021:NLI,
    title = {Can NLI Models Verify QA Systems' Predictions?},
    author = {Jifan Chen and Eunsol Choi and Greg Durrett},
    booktitle = {Findings of EMNLP},
    year = {2021},
  }

  
  Jifan Chen, Eunsol Choi, and Greg Durrett. Findings of EMNLP 2021.
• Optimal Neural Program Synthesis from Multimodal Specifications   Paper  Bib

  @InProceedings{Ye-Et-Al:2021:Optimal,
    title = {Optimal Neural Program Synthesis from Multimodal Specifications},
    author = {Xi Ye and Qiaochu Chen and Isil Dillig and Greg Durrett},
    booktitle = {Findings of EMNLP},
    year = {2021},
  }

  
  Xi Ye, Qiaochu Chen, Isil Dillig, and Greg Durrett. Findings of EMNLP 2021.
• Modeling Fine-Grained Entity Types with Box Embeddings   Paper  Bib

  @InProceedings{Onoe-Et-Al:2021:Box,
    title = {Modeling Fine-Grained Entity Types with Box Embeddings},
    author = {Yasumasa Onoe and Michael Boratko and Andrew McCallum and Greg Durrett},
    booktitle = {Proceedings of ACL},
    year = {2021},
  }

  
  Yasumasa Onoe, Michael Boratko, Andrew McCallum, and Greg Durrett. Proceedings of ACL 2021.
• Conditional Generation of Temporally-ordered Event Sequences   Paper  Bib

  @InProceedings{Lin-Et-Al:2021:Temporal,
    title = {Conditional Generation of Temporally-ordered Event Sequences},
    author = {Shih-ting Lin and Nathanael Chambers and Greg Durrett},
    booktitle = {Proceedings of ACL},
    year = {2021},
  }

  
  Shih-ting Lin, Nathanael Chambers, and Greg Durrett. Proceedings of ACL 2021.
• Dissecting Generation Modes for Abstractive Summarization Models via Ablation and Attribution   Paper  Bib

  @InProceedings{Xu-Durrett:2021:Modes,
    title = {Dissecting Generation Modes for Abstractive Summarization Models via Ablation and Attribution},
    author = {Jiacheng Xu and Greg Durrett},
    booktitle = {Proceedings of ACL},
    year = {2021},
  }

  
  Jiacheng Xu and Greg Durrett. Proceedings of ACL 2021.
• (workshop) Contemporary NLP Modeling in Six Comprehensive Programming Assignments   Paper  Bib

  @InProceedings{Durrett-etal:2021:Teaching,
    title = {Contemporary NLP Modeling in Six Comprehensive Programming Assignments},
    author = {Greg Durrett and Jifan Chen and Shrey Desai and Tanya Goyal and Lucas Kabela and Yasumasa Onoe and Jiacheng Xu},
    booktitle = {Proceedings of the Fifth Workshop on Teaching NLP},
    year = {2021},
  }

  
  Greg Durrett, Jifan Chen, Shrey Desai, Tanya Goyal, Lucas Kabela, Yasumasa Onoe, and Jiacheng Xu. Proceedings of the Fifth Workshop on Teaching NLP 2021.
• Robust Question Answering Through Sub-part Alignment   Paper  Bib

  @InProceedings{Chen-Durrett:2021:Alignment,
    title = {Robust Question Answering Through Sub-part Alignment},
    author = {Jifan Chen and Greg Durrett},
    booktitle = {Proceedings of NAACL},
    year = {2021},
  }

  
  Jifan Chen and Greg Durrett. Proceedings of NAACL 2021.
• Annotating and Modeling Fine-grained Factuality in Summarization   Paper  Bib

  @InProceedings{Goyal-Durrett:2021:Annotating,
    title = {Annotating and Modeling Fine-grained Factuality in Summarization},
    author = {Tanya Goyal and Greg Durrett},
    booktitle = {Proceedings of NAACL},
    year = {2021},
  }

  
  Tanya Goyal and Greg Durrett. Proceedings of NAACL 2021.
• Did they answer? Subjective acts and intents in conversational discourse   Paper  Bib

  @InProceedings{Ferracane-Et-Al:2021:Answer,
    title = {Did they answer? Subjective acts and intents in conversational discourse},
    author = {Elisa Ferracane and Greg Durrett and Junyi Jessy Li and Katrin Erk},
    booktitle = {Proceedings of NAACL},
    year = {2021},
  }

  
  Elisa Ferracane, Greg Durrett, Junyi Jessy Li, and Katrin Erk. Proceedings of NAACL 2021.
• Web Question Answering with Neurosymbolic Program Synthesis   Paper  Bib

  @InProceedings{Chen-etal:2021:WebQA,
    title = {Web Question Answering with Neurosymbolic Program Synthesis},
    author = {Qiaochu Chen and Aaron Lamoreaux and Xinyu Wang and Greg Durrett and Osbert Bastani and Isil Dillig},
    booktitle = {Proceedings of PLDI},
    year = {2021},
  }

  
  Qiaochu Chen, Aaron Lamoreaux, Xinyu Wang, Greg Durrett, Osbert Bastani, and Isil Dillig. Proceedings of PLDI 2021.
• (workshop) Effective Distant Supervision for Temporal Relation Extraction   Paper  Code  Bib

  @InProceedings{Zhao-Et-Al:2021:Temporal,
    title = {Effective Distant Supervision for Temporal Relation Extraction},
    author = {Xinyu Zhao and Shih-ting Lin and Greg Durrett},
    booktitle = {Proceedings of Adapt-NLP: The Second Workshop on Domain Adaptation for NLP (at EACL)},
    year = {2021},
  }

  
  Xinyu Zhao, Shih-ting Lin, and Greg Durrett. Proceedings of Adapt-NLP: The Second Workshop on Domain Adaptation for NLP (at EACL) 2021.

2020

• Compressive Summarization with Plausibility and Salience Modeling   Paper  Code  Bib

  @InProceedings{Desai-Et-Al:2020:Compressive,
    title = {Compressive Summarization with Plausibility and Salience Modeling},
    author = {Shrey Desai and Jiacheng Xu and Greg Durrett},
    booktitle = {Proceedings of EMNLP},
    year = {2020},
  }

  
  Shrey Desai, Jiacheng Xu, and Greg Durrett. Proceedings of EMNLP 2020.
• Evaluating Factuality in Generation with Dependency-level Entailment   Paper  Code  Bib

  @InProceedings{Goyal-Durrett:2020:Factuality,
    title = {Evaluating Factuality in Generation with Dependency-level Entailment},
    author = {Tanya Goyal and Greg Durrett},
    booktitle = {Findings of EMNLP},
    year = {2020},
  }

  
  Tanya Goyal and Greg Durrett. Findings of EMNLP 2020.
• Interpretable Entity Representations through Large-Scale Typing   Paper  Code  Bib

  @InProceedings{Onoe-Durrett:2020:Interpretable,
    title = {Interpretable Entity Representations through Large-Scale Typing},
    author = {Yasumasa Onoe and Greg Durrett},
    booktitle = {Findings of EMNLP},
    year = {2020},
  }

  
  Yasumasa Onoe and Greg Durrett. Findings of EMNLP 2020.
• Understanding Neural Abstractive Summarization Models via Uncertainty   Paper  Code  Bib

  @InProceedings{Xu-Et-Al:2020:Uncertainty,
    title = {Understanding Neural Abstractive Summarization Models via Uncertainty},
    author = {Jiacheng Xu and Shrey Desai and Greg Durrett},
    booktitle = {Proceedings of EMNLP (short)},
    year = {2020},
  }

  
  Jiacheng Xu, Shrey Desai, and Greg Durrett. Proceedings of EMNLP (short) 2020.
• Calibration of Pre-trained Transformers   Paper  Code  Bib

  @InProceedings{Desai-Durrett:2020:Calibration,
    title = {Calibration of Pre-trained Transformers},
    author = {Shrey Desai and Greg Durrett},
    booktitle = {Proceedings of EMNLP (short)},
    year = {2020},
  }

  
  Shrey Desai and Greg Durrett. Proceedings of EMNLP (short) 2020.
• Byte Pair Encoding is Suboptimal for Language Model Pretraining   Paper  Bib

  @InProceedings{Bostrom-Durrett:2020:BPE,
    title = {Byte Pair Encoding is Suboptimal for Language Model Pretraining},
    author = {Kaj Bostrom and Greg Durrett},
    booktitle = {Findings of EMNLP (short)},
    year = {2020},
  }

  
  Kaj Bostrom and Greg Durrett. Findings of EMNLP (short) 2020.
• Inquisitive Question Generation for High Level Text Comprehension   Paper  Code  Bib

  @InProceedings{Ko-Et-Al:2020:Inquisitive,
    title = {Inquisitive Question Generation for High Level Text Comprehension},
    author = {Wei-Jen Ko and Te-Yuan Chen and Yiyan Huang and Greg Durrett and Junyi Jessy Li},
    booktitle = {Proceedings of EMNLP},
    year = {2020},
  }

  
  Wei-Jen Ko, Te-Yuan Chen, Yiyan Huang, Greg Durrett, and Junyi Jessy Li. Proceedings of EMNLP 2020.
• Sketch-Driven Regular Expression Generation from Natural Language and Examples   Paper  Code  Bib

  @InProceedings{Ye-Et-Al:2020:Sketch,
    title = {Sketch-Driven Regular Expression Generation from Natural Language and Examples},
    author = {Xi Ye and Qiaochu Chen and Xinyu Wang and Isil Dillig and Greg Durrett},
    booktitle = {Transactions of the ACL},
    year = {2020},
  }

  
  Xi Ye, Qiaochu Chen, Xinyu Wang, Isil Dillig, and Greg Durrett. Transactions of the ACL 2020.
• Neural Syntactic Preordering for Controlled Paraphrase Generation   Paper  Code  Bib

  @InProceedings{Goyal-Durrett:2020:Syntaxparaphrase,
    title = {Neural Syntactic Preordering for Controlled Paraphrase Generation},
    author = {Tanya Goyal and Greg Durrett},
    booktitle = {Proceedings of ACL},
    year = {2020},
  }

  
  Tanya Goyal and Greg Durrett. Proceedings of ACL 2020.
• Benchmarking Multimodal Regex Synthesis with Complex Structures   Paper  Code  Bib

  @InProceedings{Ye-etal:2020:Structregex,
    title = {Benchmarking Multimodal Regex Synthesis with Complex Structures},
    author = {Xi Ye and Qiaochu Chen and Isil Dillig and Greg Durrett},
    booktitle = {Proceedings of ACL},
    year = {2020},
  }

  
  Xi Ye, Qiaochu Chen, Isil Dillig, and Greg Durrett. Proceedings of ACL 2020.
• Multi-Modal Synthesis of Regular Expressions   Paper  Bib

  @InProceedings{Chen-etal:2020:Regel,
    title = {Multi-Modal Synthesis of Regular Expressions},
    author = {Qiaochu Chen and Xinyu Wang and Xi Ye and Greg Durrett and Isil Dillig},
    booktitle = {Proceedings of PLDI},
    year = {2020},
  }

  
  Qiaochu Chen, Xinyu Wang, Xi Ye, Greg Durrett, and Isil Dillig. Proceedings of PLDI 2020.
• LambdaNet: Probabilistic Type Inference using Graph Neural Networks   Paper  Bib

  @InProceedings{Wei-etal:2020:LambdaNet,
    title = {LambdaNet: Probabilistic Type Inference using Graph Neural Networks},
    author = {Jiayi Wei and Maruth Goyal and Greg Durrett and Isil Dillig},
    booktitle = {Proceedings of ICLR},
    year = {2020},
  }

  
  Jiayi Wei, Maruth Goyal, Greg Durrett, and Isil Dillig. Proceedings of ICLR 2020.
• Fine-Grained Entity Typing for Domain Independent Entity Linking   Paper  Bib

  @InProceedings{Onoe-Durrett:2020:Typing,
    title = {Fine-Grained Entity Typing for Domain Independent Entity Linking},
    author = {Yasumasa Onoe and Greg Durrett},
    booktitle = {Proceedings of AAAI},
    year = {2020},
  }

  
  Yasumasa Onoe and Greg Durrett. Proceedings of AAAI 2020.

2019

• (preprint) Multi-hop Question Answering via Reasoning Chains   Paper  Bib

  @InProceedings{Chen-etal:2019:Chains,
    title = {Multi-hop Question Answering via Reasoning Chains},
    author = {Jifan Chen and Shih-Ting Lin and Greg Durrett},
    booktitle = {arXiv},
    year = {2019},
  }

  
  Jifan Chen, Shih-Ting Lin, and Greg Durrett. arXiv 2019.
• Neural Extractive Text Summarization with Syntactic Compression   Paper  Bib

  @InProceedings{Xu-Durrett:2019:Summ,
    title = {Neural Extractive Text Summarization with Syntactic Compression},
    author = {Jiacheng Xu and Greg Durrett},
    booktitle = {Proceedings of EMNLP},
    year = {2019},
  }

  
  Jiacheng Xu and Greg Durrett. Proceedings of EMNLP 2019.
• Effective Use of Transformer Networks for Entity Tracking   Paper  Bib

  @InProceedings{Gupta-Durrett:2019:Tracking,
    title = {Effective Use of Transformer Networks for Entity Tracking},
    author = {Aditya Gupta and Greg Durrett},
    booktitle = {Proceedings of EMNLP},
    year = {2019},
  }

  
  Aditya Gupta and Greg Durrett. Proceedings of EMNLP 2019.
• Query-focused Scenario Construction   Paper  Data  Bib

  @InProceedings{Wang-Durrett-Erk:2019:Query,
    title = {Query-focused Scenario Construction},
    author = {Su Wang and Greg Durrett and Katrin Erk},
    booktitle = {Proceedings of EMNLP},
    year = {2019},
  }

  
  Su Wang, Greg Durrett, and Katrin Erk. Proceedings of EMNLP 2019.
• Embedding time expressions for deep temporal ordering models   Paper  Bib

  @InProceedings{Goyal-Durrett:2019:Time,
    title = {Embedding time expressions for deep temporal ordering models},
    author = {Tanya Goyal and Greg Durrett},
    booktitle = {Proceedings of ACL (short)},
    year = {2019},
  }

  
  Tanya Goyal and Greg Durrett. Proceedings of ACL (short) 2019.
• Evaluating Discourse in Structured Text Representations   Paper  Bib

  @InProceedings{Ferracane-etal:2019:Discourse,
    title = {Evaluating Discourse in Structured Text Representations},
    author = {Elisa Ferracane and Greg Durrett and Junyi Jessy Li and Katrin Erk},
    booktitle = {Proceedings of ACL (short)},
    year = {2019},
  }

  
  Elisa Ferracane, Greg Durrett, Junyi Jessy Li, and Katrin Erk. Proceedings of ACL (short) 2019.
• Learning to Denoise Distantly-Labeled Data for Entity Typing   Paper  Code  Bib

  @InProceedings{Onoe-Durrett:2019:Typing,
    title = {Learning to Denoise Distantly-Labeled Data for Entity Typing},
    author = {Yasumasa Onoe and Greg Durrett},
    booktitle = {Proceedings of NAACL},
    year = {2019},
  }

  
  Yasumasa Onoe and Greg Durrett. Proceedings of NAACL 2019.
• Understanding dataset design choices for multi-hop reasoning   Paper  Bib

  @InProceedings{Chen-Durrett:2019:MHR,
    title = {Understanding dataset design choices for multi-hop reasoning},
    author = {Jifan Chen and Greg Durrett},
    booktitle = {Proceedings of NAACL (short)},
    year = {2019},
  }

  
  Jifan Chen and Greg Durrett. Proceedings of NAACL (short) 2019.
• Linguistically-Informed Specificity and Semantic Plausibility for Dialog Generation   Paper  Bib

  @InProceedings{Ko-Durrett-Li:2019:Dialogue,
    title = {Linguistically-Informed Specificity and Semantic Plausibility for Dialog Generation},
    author = {Wei-Jen Ko and Greg Durrett and Junyi Jessy Li},
    booktitle = {Proceedings of NAACL},
    year = {2019},
  }

  
  Wei-Jen Ko, Greg Durrett, and Junyi Jessy Li. Proceedings of NAACL 2019.
• (workshop) Tracking Discrete and Continuous Entity State for Process Understanding   Paper  Bib

  @InProceedings{Gupta-Durrett:2019:Tracking,
    title = {Tracking Discrete and Continuous Entity State for Process Understanding},
    author = {Aditya Gupta and Greg Durrett},
    booktitle = {Proceedings of 2019 Workshop on Structured Prediction for NLP (oral) (at NAACL)},
    year = {2019},
  }

  
  Aditya Gupta and Greg Durrett. Proceedings of 2019 Workshop on Structured Prediction for NLP (oral) (at NAACL) 2019.
• Domain Agnostic Real-Valued Specificity Prediction   Paper  Code  Bib

  @InProceedings{Ko-Durrett-Li:2019:Specificity,
    title = {Domain Agnostic Real-Valued Specificity Prediction},
    author = {Wei-Jen Ko and Greg Durrett and Junyi Jessy Li},
    booktitle = {Proceedings of AAAI},
    year = {2019},
  }

  
  Wei-Jen Ko, Greg Durrett, and Junyi Jessy Li. Proceedings of AAAI 2019.

2018

• Spherical Latent Spaces for Stable Variational Autoencoders   Paper  Bib

  @InProceedings{Xu-Durrett:2018:VAE,
    title = {Spherical Latent Spaces for Stable Variational Autoencoders},
    author = {Jiacheng Xu and Greg Durrett},
    booktitle = {Proceedings of EMNLP},
    year = {2018},
  }

  
  Jiacheng Xu and Greg Durrett. Proceedings of EMNLP 2018.
• Effective Use of Context in Noisy Entity Linking   Paper  Bib

  @InProceedings{Mueller-Durrett:2018:Linking,
    title = {Effective Use of Context in Noisy Entity Linking},
    author = {David Mueller and Greg Durrett},
    booktitle = {Proceedings of EMNLP (short)},
    year = {2018},
  }

  
  David Mueller and Greg Durrett. Proceedings of EMNLP (short) 2018.
• Picking Apart Story Salads   Paper  Bib

  @InProceedings{Wang-Durrett-Erk:2018:Salad,
    title = {Picking Apart Story Salads},
    author = {Su Wang and Eric Holgate and Greg Durrett and Katrin Erk},
    booktitle = {Proceedings of EMNLP},
    year = {2018},
  }

  
  Su Wang, Eric Holgate, Greg Durrett, and Katrin Erk. Proceedings of EMNLP 2018.
• Modeling Semantic Plausibility by Injecting World Knowledge   Paper  Bib

  @InProceedings{Wang-Durrett-Erk:2018:Plausibility,
    title = {Modeling Semantic Plausibility by Injecting World Knowledge},
    author = {Su Wang and Greg Durrett and Katrin Erk},
    booktitle = {Proceedings of NAACL (short)},
    year = {2018},
  }

  
  Su Wang, Greg Durrett, and Katrin Erk. Proceedings of NAACL (short) 2018.

2017

• Identifying Products in Online Cybercrime Marketplaces: A Dataset for Fine-grained Domain Adaptation   Paper  Code  Bib

  @InProceedings{Durrett-etal:2017:Products,
    title = {Identifying Products in Online Cybercrime Marketplaces: A Dataset for Fine-grained Domain Adaptation },
    author = {Greg Durrett and Jonathan Kummerfeld and Taylor Berg-Kirkpatrick and Rebecca Portnoff and Sadia Afroz and Damon McCoy and Kirill Levchenko and Vern Paxson},
    booktitle = {Proceedings of EMNLP},
    year = {2017},
  }

  
  Greg Durrett, Jonathan Kummerfeld, Taylor Berg-Kirkpatrick, Rebecca Portnoff, Sadia Afroz, Damon McCoy, Kirill Levchenko, and Vern Paxson. Proceedings of EMNLP 2017.
• Tools for Automated Analysis of Cybercriminal Markets   Paper  Code  Bib

  @InProceedings{Portnoff-etal:2017:Products,
    title = {Tools for Automated Analysis of Cybercriminal Markets},
    author = {Rebecca Portnoff and Sadia Afroz and Greg Durrett and Jonathan Kummerfeld and Taylor Berg-Kirkpatrick and Damon McCoy and Kirill Levchenko and Vern Paxson},
    booktitle = {Proceedings of WWW},
    year = {2017},
  }

  
  Rebecca Portnoff, Sadia Afroz, Greg Durrett, Jonathan Kummerfeld, Taylor Berg-Kirkpatrick, Damon McCoy, Kirill Levchenko, and Vern Paxson. Proceedings of WWW 2017.

2016

• Learning-Based Single-Document Summarization with Compression and Anaphoricity Constraints   Paper  Code  Bib

  @InProceedings{Durrett-etal:2016:Summ,
    title = {Learning-Based Single-Document Summarization with Compression and Anaphoricity Constraints},
    author = {Greg Durrett and Taylor Berg-Kirkpatrick and Dan Klein},
    booktitle = {Proceedings of ACL},
    year = {2016},
  }

  
  Greg Durrett, Taylor Berg-Kirkpatrick, and Dan Klein. Proceedings of ACL 2016.
• Capturing Semantic Similarity for Entity Linking with Convolutional Neural Networks   Paper  Bib

  @InProceedings{FrancisLandau-Durrett-Klein:2016:EntityConvnets,
    title = {Capturing Semantic Similarity for Entity Linking with Convolutional Neural Networks},
    author = {Matthew Francis-Landau and Greg Durrett and Dan Klein},
    booktitle = {Proceedings of NAACL (short)},
    year = {2016},
  }

  
  Matthew Francis-Landau, Greg Durrett, and Dan Klein. Proceedings of NAACL (short) 2016.

2015

• Neural CRF Parsing   Paper  Code  Bib

  @InProceedings{Durrett-Klein:2015:NeuralCRF,
    title = {Neural CRF Parsing},
    author = {Greg Durrett and Dan Klein},
    booktitle = {Proceedings of ACL},
    year = {2015},
  }

  
  Greg Durrett and Dan Klein. Proceedings of ACL 2015.
• Disfluency Detection with a Semi-Markov Model and Prosodic Features   Paper  Bib

  @InProceedings{Ferguson-Durrett-Klein:2015:Disfluency,
    title = {Disfluency Detection with a Semi-Markov Model and Prosodic Features },
    author = {James Ferguson and Greg Durrett and Dan Klein},
    booktitle = {Proceedings of NAACL (short)},
    year = {2015},
  }

  
  James Ferguson, Greg Durrett, and Dan Klein. Proceedings of NAACL (short) 2015.

2014

• A Joint Model for Entity Analysis: Coreference, Typing, and Linking   Paper  Code  Bib

  @InProceedings{Durrett-Klein:2014:Joint,
    title = {A Joint Model for Entity Analysis: Coreference, Typing, and Linking},
    author = {Greg Durrett and Dan Klein},
    booktitle = {Transactions of the ACL},
    year = {2014},
  }

  
  Greg Durrett and Dan Klein. Transactions of the ACL 2014.
• Less Grammar, More Features   Paper  Code  Bib

  @InProceedings{Hall-Durrett-Klein:2014:SpanParser,
    title = {Less Grammar, More Features},
    author = {David Hall and Greg Durrett and Dan Klein},
    booktitle = {Proceedings of ACL},
    year = {2014},
  }

  
  David Hall, Greg Durrett, and Dan Klein. Proceedings of ACL 2014.

2013

• Easy Victories and Uphill Battles in Coreference Resolution   Paper  Code  Bib

  @InProceedings{Durrett-Klein:2013:Coreference,
    author = {Greg Durrett and Dan Klein},
    title = {Easy Victories and Uphill Battles in Coreference Resolution},
    booktitle = {Proceedings of EMNLP},
    year = {2013},
  }

  
  Greg Durrett and Dan Klein. Proceedings of EMNLP 2013.
• Decentralized Entity-Level Modeling for Coreference Resolution   Paper  Bib

  @InProceedings{Durrett-Hall-Klein:2013:EntityCoref,
    author = {Greg Durrett and David Hall and Dan Klein},
    title = {Decentralized Entity-Level Modeling for Coreference Resolution},
    booktitle = {Proceedings of ACL},
    year = {2013},
  }

  
  Greg Durrett, David Hall, and Dan Klein. Proceedings of ACL 2013.
• Unsupervised Transcription of Historical Documents   Paper  Code  Bib

  @InProceedings{BergKirkpatrick-Durrett-Klein:2013:OCR,
    author = {Taylor Berg-Kirkpatrick and Greg Durrett and Dan Klein},
    title = {Unsupervised Transcription of Historical Documents},
    booktitle = {Proceedings of ACL},
    year = {2013},
  }

  
  Taylor Berg-Kirkpatrick, Greg Durrett, and Dan Klein. Proceedings of ACL 2013.
• Supervised Learning of Complete Morphological Paradigms   Paper  Code  Bib

  @InProceedings{Durrett-DeNero:2013:Morphology,
    author = {Greg Durrett and John DeNero},
    title = {Supervised Learning of Complete Morphological Paradigms},
    booktitle = {Proceedings of NAACL},
    year = {2013},
  }

  
  Greg Durrett and John DeNero. Proceedings of NAACL 2013.

2012

• Syntactic Transfer Using a Bilingual Lexicon   Paper  Bib

  @InProceedings{Durrett-Pauls-Klein:2012:Bilingual,
    author = {Greg Durrett and Adam Pauls and Dan Klein},
    title = {Syntactic Transfer Using a Bilingual Lexicon},
    booktitle = {Proceedings of EMNLP},
    year = {2012},
  }

  
  Greg Durrett, Adam Pauls, and Dan Klein. Proceedings of EMNLP 2012.

2011

• An Empirical Investigation of Discounting in Cross-Domain Language Models   Paper  Bib

  @InProceedings{Durrett-Klein:2011:LM,
    title = {An Empirical Investigation of Discounting in Cross-Domain Language Models},
    author = {Greg Durrett and Dan Klein},
    booktitle = {Proceedings of ACL (short)},
    year = {2011},
  }

  
  Greg Durrett and Dan Klein. Proceedings of ACL (short) 2011.