Greg Durrett

From Distributional to Overton Pluralism: Investigating Large Language Model Alignment NAACL 2025 Causal Graph based Event Reasoning using Semantic Relation Experts ACL 2025 To CoT or not to CoT? Chain-of-thought helps mainly on math and symbolic reasoning ICLR 2025 Is the Top Still Spinning? Evaluating Subjectivity in Narrative Understanding EMNLP 2025 Understanding Synthetic Context Extension via Retrieval Heads ICML 2025 Contrastive Learning to Improve Retrieval for Real-World Fact Checking EMNLP 2024 Learning to Refine with Fine-Grained Natural Language Feedback EMNLP 2024 Molecular Facts: Desiderata for Decontextualization in LLM Fact Verification EMNLP 2024 Which questions should I answer? Salience Prediction of Inquisitive Questions EMNLP 2024 SynthesizRR: Generating Diverse Datasets with Retrieval Augmentation EMNLP 2024 MiniCheck: Efficient Fact-Checking of LLMs on Grounding Documents EMNLP 2024 X-PARADE: Cross-Lingual Textual Entailment and Information Divergence across Paragraphs NAACL 2024 LoFiT: Localized Fine-tuning on LLM Representations NIPS 2024 Coeditor: Leveraging Repo-level Diffs for Code Auto-editing ICLR 2024 MuSR: Testing the Limits of Chain-of-thought with Multistep Soft Reasoning ICLR 2024 Complex Claim Verification with Evidence Retrieved in the Wild NAACL 2024 Deductive Additivity for Planning of Natural Language Proofs ACL 2023 SAGEViz: SchemA GEneration and Visualization EMNLP 2023 A Block Metropolis-Hastings Sampler for Controllable Energy-based Text Generation CONLL 2023 QUDeval: The Evaluation of Questions Under Discussion Discourse Parsing EMNLP 2023 WiCE: Real-World Entailment for Claims in Wikipedia EMNLP 2023 Shortcomings of Question Answering Based Factuality Frameworks for Error Localization EACL 2023 Assessing Out-of-Domain Language Model Performance from Few Examples EACL 2023 Modeling Complex Event Scenarios via Simple Entity-focused Questions EACL 2023 Explanation Selection Using Unlabeled Data for Chain-of-Thought Prompting EMNLP 2023 TypeT5: Seq2seq Type Inference using Static Analysis ICLR 2023 A Block Metropolis-Hastings Sampler for Controllable Energy-based Text Generation EMNLP 2023 SatLM: Satisfiability-Aided Language Models Using Declarative Prompting NIPS 2023 Propagating Knowledge Updates to LMs Through Distillation NIPS 2023 Can LMs Learn New Entities from Descriptions? Challenges in Propagating Injected Knowledge ACL 2023 EEL: Efficiently Encoding Lattices for Reranking ACL 2023 Understanding Factual Errors in Summarization: Errors, Summarizers, Datasets, Error Detectors ACL 2023 Complementary Explanations for Effective In-Context Learning ACL 2023 Prompted Opinion Summarization with GPT-3.5 ACL 2023 Discourse Analysis via Questions and Answers: Parsing Dependency Structures of Questions Under Discussion ACL 2023 Less Likely Brainstorming: Using Language Models to Generate Alternative Hypotheses ACL 2023 The Unreliability of Explanations in Few-shot Prompting for Textual Reasoning NIPS 2022 Can Explanations Be Useful for Calibrating Black Box Models? ACL 2022 ASPECTNEWS: Aspect-Oriented Summarization of News Documents ACL 2022 Training Dynamics for Text Summarization Models ACL 2022 EchoGen: Generating Conclusions from Echocardiogram Notes ACL 2022 SNaC: Coherence Error Detection for Narrative Summarization EMNLP 2022 Generating Literal and Implied Subquestions to Fact-check Complex Claims EMNLP 2022 Natural Language Deduction with Incomplete Information EMNLP 2022 Discourse Comprehension: A Question Answering Framework to Represent Sentence Connections EMNLP 2022 FALTE: A Toolkit for Fine-grained Annotation for Long Text Evaluation EMNLP 2022 Natural Language Deduction through Search over Statement Compositions EMNLP 2022 Massive-scale Decoding for Text Generation using Lattices NAACL 2022 Entity Cloze By Date: What LMs Know About Unseen Entities NAACL 2022 Don’t Let Discourse Confine Your Model: Sequence Perturbations for Improved Event Language Models IJCNLP 2021 Effective Distant Supervision for Temporal Relation Extraction EACL 2021 Model Agnostic Answer Reranking System for Adversarial Question Answering EACL 2021 Conditional Generation of Temporally-ordered Event Sequences IJCNLP 2021 Don’t Let Discourse Confine Your Model: Sequence Perturbations for Improved Event Language Models ACL 2021 Conditional Generation of Temporally-ordered Event Sequences ACL 2021 Dissecting Generation Modes for Abstractive Summarization Models via Ablation and Attribution ACL 2021 Modeling Fine-Grained Entity Types with Box Embeddings ACL 2021 Connecting Attributions and QA Model Behavior on Realistic Counterfactuals EMNLP 2021 Flexible Generation of Natural Language Deductions EMNLP 2021 Optimal Neural Program Synthesis from Multimodal Specifications EMNLP 2021 Can NLI Models Verify QA Systems’ Predictions? EMNLP 2021 Annotating and Modeling Fine-grained Factuality in Summarization NAACL 2021 Did they answer? Subjective acts and intents in conversational discourse NAACL 2021 Contemporary NLP Modeling in Six Comprehensive Programming Assignments NAACL 2021 Dissecting Generation Modes for Abstractive Summarization Models via Ablation and Attribution IJCNLP 2021 Modeling Fine-Grained Entity Types with Box Embeddings IJCNLP 2021 Robust Question Answering Through Sub-part Alignment NAACL 2021 Compressive Summarization with Plausibility and Salience Modeling EMNLP 2020 LambdaNet: Probabilistic Type Inference using Graph Neural Networks ICLR 2020 Inquisitive Question Generation for High Level Text Comprehension EMNLP 2020 Interpretable Entity Representations through Large-Scale Typing EMNLP 2020 Evaluating Factuality in Generation with Dependency-level Entailment EMNLP 2020 Byte Pair Encoding is Suboptimal for Language Model Pretraining EMNLP 2020 Fine-Grained Entity Typing for Domain Independent Entity Linking AAAI 2020 Calibration of Pre-trained Transformers EMNLP 2020 Benchmarking Multimodal Regex Synthesis with Complex Structures ACL 2020 Neural Syntactic Preordering for Controlled Paraphrase Generation ACL 2020 Understanding Neural Abstractive Summarization Models via Uncertainty EMNLP 2020 Query-focused Scenario Construction IJCNLP 2019 Domain Agnostic Real-Valued Specificity Prediction AAAI 2019 Embedding Time Expressions for Deep Temporal Ordering Models ACL 2019 Evaluating Discourse in Structured Text Representations ACL 2019 Effective Use of Transformer Networks for Entity Tracking IJCNLP 2019 Proceedings of the 2nd Workshop on Deep Learning Approaches for Low-Resource NLP (DeepLo 2019) EMNLP 2019 Neural Extractive Text Summarization with Syntactic Compression IJCNLP 2019 Tracking Discrete and Continuous Entity State for Process Understanding NAACL 2019 Learning to Denoise Distantly-Labeled Data for Entity Typing NAACL 2019 Linguistically-Informed Specificity and Semantic Plausibility for Dialogue Generation NAACL 2019 Understanding Dataset Design Choices for Multi-hop Reasoning NAACL 2019 Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Student Research Workshop NAACL 2019 Effective Use of Transformer Networks for Entity Tracking EMNLP 2019 Query-focused Scenario Construction EMNLP 2019 Neural Extractive Text Summarization with Syntactic Compression EMNLP 2019 Picking Apart Story Salads EMNLP 2018 Spherical Latent Spaces for Stable Variational Autoencoders EMNLP 2018 Modeling Semantic Plausibility by Injecting World Knowledge NAACL 2018 Effective Use of Context in Noisy Entity Linking EMNLP 2018 Identifying Products in Online Cybercrime Marketplaces: A Dataset for Fine-grained Domain Adaptation EMNLP 2017 Capturing Semantic Similarity for Entity Linking with Convolutional Neural Networks NAACL 2016 Learning-Based Single-Document Summarization with Compression and Anaphoricity Constraints ACL 2016 Disfluency Detection with a Semi-Markov Model and Prosodic Features NAACL 2015 Neural CRF Parsing ACL 2015 Neural CRF Parsing IJCNLP 2015 Less Grammar, More Features ACL 2014 Supervised Learning of Complete Morphological Paradigms NAACL 2013 Easy Victories and Uphill Battles in Coreference Resolution EMNLP 2013 Unsupervised Transcription of Historical Documents ACL 2013 Decentralized Entity-Level Modeling for Coreference Resolution ACL 2013 Syntactic Transfer Using a Bilingual Lexicon CONLL 2012 Syntactic Transfer Using a Bilingual Lexicon EMNLP 2012 An Empirical Investigation of Discounting in Cross-Domain Language Models ACL 2011