Chandra Bhagavatula

Information-Guided Identification of Training Data Imprint in (Proprietary) Large Language Models NAACL 2025 Phenomenal Yet Puzzling: Testing Inductive Reasoning Capabilities of Language Models with Hypothesis Refinement ICLR 2024 Value Kaleidoscope: Engaging AI with Pluralistic Human Values, Rights, and Duties AAAI 2024 The Unlocking Spell on Base LLMs: Rethinking Alignment via In-Context Learning ICLR 2024 PlaSma: Procedural Knowledge Models for Language-based Planning and Re-Planning ICLR 2024 Penguins Don’t Fly: Reasoning about Generics through Instantiations and Exceptions EACL 2023 Faith and Fate: Limits of Transformers on Compositionality NIPS 2023 SwiftSage: A Generative Agent with Fast and Slow Thinking for Complex Interactive Tasks NIPS 2023 NovaCOMET: Open Commonsense Foundation Models with Symbolic Knowledge Distillation EMNLP 2023 “You Are An Expert Linguistic Annotator”: Limits of LLMs as Analyzers of Abstract Meaning Representation EMNLP 2023 I2D2: Inductive Knowledge Distillation with NeuroLogic and Self-Imitation ACL 2023 ClarifyDelphi: Reinforced Clarification Questions with Defeasibility Rewards for Social and Moral Situations ACL 2023 Symbolic Knowledge Distillation: from General Language Models to Commonsense Models NAACL 2022 Maieutic Prompting: Logically Consistent Reasoning with Recursive Explanations EMNLP 2022 GEMv2: Multilingual NLG Benchmarking in a Single Line of Code EMNLP 2022 ACCoRD: A Multi-Document Approach to Generating Diverse Descriptions of Scientific Concepts EMNLP 2022 The Abduction of Sherlock Holmes: A Dataset for Visual Abductive Reasoning ECCV 2022 On-the-Fly Attention Modulation for Neural Generation ACL 2021 “I’m Not Mad”: Commonsense Implications of Negation and Contradiction NAACL 2021 NeuroLogic Decoding: (Un)supervised Neural Text Generation with Predicate Logic Constraints NAACL 2021 Reflective Decoding: Beyond Unidirectional Generation with Off-the-Shelf Language Models ACL 2021 DExperts: Decoding-Time Controlled Text Generation with Experts and Anti-Experts ACL 2021 proScript: Partially Ordered Scripts Generation EMNLP 2021 On-the-Fly Attention Modulation for Neural Generation IJCNLP 2021 DExperts: Decoding-Time Controlled Text Generation with Experts and Anti-Experts IJCNLP 2021 Reflective Decoding: Beyond Unidirectional Generation with Off-the-Shelf Language Models IJCNLP 2021 (Comet-) Atomic 2020: On Symbolic and Neural Commonsense Knowledge Graphs AAAI 2021 Paragraph-level Commonsense Transformers with Recurrent Memory AAAI 2021 UNICORN on RAINBOW: A Universal Commonsense Reasoning Model on a New Multitask Benchmark AAAI 2021 CommonGen: A Constrained Text Generation Challenge for Generative Commonsense Reasoning EMNLP 2020 Commonsense Knowledge Base Completion with Structural and Semantic Context AAAI 2020 WinoGrande: An Adversarial Winograd Schema Challenge at Scale AAAI 2020 VisualCOMET: Reasoning about the Dynamic Context of a Still Image ECCV 2020 Back to the Future: Unsupervised Backprop-based Decoding for Counterfactual and Abductive Commonsense Reasoning EMNLP 2020 Unsupervised Commonsense Question Answering with Self-Talk EMNLP 2020 Generative Data Augmentation for Commonsense Reasoning EMNLP 2020 Natural Language Rationales with Full-Stack Visual Reasoning: From Pixels to Semantic Frames to Commonsense Graphs EMNLP 2020 Thinking Like a Skeptic: Defeasible Inference in Natural Language EMNLP 2020 Abductive Commonsense Reasoning ICLR 2020 Adversarial Filters of Dataset Biases ICML 2020 ATOMIC: An Atlas of Machine Commonsense for If-Then Reasoning AAAI 2019 Cosmos QA: Machine Reading Comprehension with Contextual Commonsense Reasoning IJCNLP 2019 Counterfactual Story Reasoning and Generation IJCNLP 2019 Counterfactual Story Reasoning and Generation EMNLP 2019 Cosmos QA: Machine Reading Comprehension with Contextual Commonsense Reasoning EMNLP 2019 Construction of the Literature Graph in Semantic Scholar NAACL 2018 Content-Based Citation Recommendation NAACL 2018 Ontology alignment in the biomedical domain using entity definitions and context ACL 2018 The AI2 system at SemEval-2017 Task 10 (ScienceIE): semi-supervised end-to-end entity and relation extraction SEMEVAL 2017 Semi-supervised sequence tagging with bidirectional language models ACL 2017 Efficient Methods for Inferring Large Sparse Topic Hierarchies ACL 2015 Efficient Methods for Inferring Large Sparse Topic Hierarchies IJCNLP 2015 Adding High-Precision Links to Wikipedia EMNLP 2014