Publications

2022

• (preprint) 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, Junyi Jessy Li, and Greg Durrett},
    booktitle = {arXiv},
    year = {2022},
  }

  
  Tanya Goyal, Junyi Jessy Li, and Greg Durrett. arXiv 2022.
• (preprint) 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, Aniruddh Sriram, Eunsol Choi, and Greg Durrett},
    booktitle = {arXiv},
    year = {2022},
  }

  
  Jifan Chen, Aniruddh Sriram, Eunsol Choi, and Greg Durrett. arXiv 2022.
• (preprint) The Unreliability of Explanations in Few-Shot In-Context Learning   Paper  Bib

  @InProceedings{Ye-Durrett:2022:Fewshot,
    title = {The Unreliability of Explanations in Few-Shot In-Context Learning},
    author = {Xi Ye and Greg Durrett},
    booktitle = {arXiv},
    year = {2022},
  }

  
  Xi Ye and Greg Durrett. arXiv 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, 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, Michael J.Q. Zhang, 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.
• 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, Yanju Chen, Yu Feng, 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.
• (preprint) 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, Zayne Sprague, Swarat Chaudhuri, and Greg Durrett},
    booktitle = {arXiv},
    year = {2022},
  }

  
  Kaj Bostrom, Zayne Sprague, Swarat Chaudhuri, and Greg Durrett. arXiv 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, Jiacheng Xu, Akshay Gupta, 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, Jiacheng Xu, 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) Discourse Comprehension: A Question Answering Framework to Represent Sentence Connections   Paper  Bib

  @InProceedings{Ko-Et-Al:2021:Training,
    title = {Discourse Comprehension: A Question Answering Framework to Represent Sentence Connections},
    author = {Wei-Jen Ko, Cutter Dalton, Mark Simmons, Eliza Fisher, Greg Durrett, and Junyi Jessy Li},
    booktitle = {arXiv},
    year = {2021},
  }

  
  Wei-Jen Ko, Cutter Dalton, Mark Simmons, Eliza Fisher, Greg Durrett, and Junyi Jessy Li. arXiv 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, 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, Dhruv Rajan, Suyash Mohan, Abhijeet Pradhan, 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, Michael J.Q. Zhang, 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, Xinyu Zhao, 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, 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, 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:2020:Optimal,
    title = {Optimal Neural Program Synthesis from Multimodal Specifications},
    author = {Xi Ye, Qiaochu Chen, 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, Michael Boratko, 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, 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, Jifan Chen, Shrey Desai, Tanya Goyal, Lucas Kabela, 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, Greg Durrett, 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, Aaron Lamoreaux, Xinyu Wang, Greg Durrett, 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, 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, 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, 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, Te-Yuan Chen, Yiyan Huang, 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, Qiaochu Chen, Xinyu Wang, 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, Qiaochu Chen, 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, Xinyu Wang, Xi Ye, 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, Maruth Goyal, 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, 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, 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, Greg Durrett, 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, 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, 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, Eric Holgate, 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, 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, Jonathan Kummerfeld, Taylor Berg-Kirkpatrick, Rebecca Portnoff, Sadia Afroz, Damon McCoy, 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, Sadia Afroz, Greg Durrett, Jonathan Kummerfeld, Taylor Berg-Kirkpatrick, Damon McCoy, 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, 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, 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, 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, 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, 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, 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, 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.