Chandra Bhagavatula

53 papers · 2014–2025 · 11 conferences · across top CS/AI conferences

Achievements

🏃 Academic Marathon (11) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (4) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🗺️ Taxonomy Completionist (84) 🌈 Renaissance Researcher (9) 🌍 Conference Polyglot (11) 🌟 Keyword Trendsetter Combo (3) 👥 Mega-Team (77) 🏆 Grand Slam 🤝 Dynamic Duo (43) 🔬 Deep Specialist (10) 🧬 Topic Evolution 📈 Trend Setter ⚡ Prolific Year (7) 💎 Century Club (53) 🗃️ Keyword Collector (185) 🔥 Unstoppable (9) 🚀 Conference Pioneer

Conferences

EMNLP (15) ACL (8) AAAI (7) IJCNLP (6) NAACL (6) ICLR (4) ECCV (2) NIPS (2) EACL (1) ICML (1) SEMEVAL (1)

Top co-authors

Yejin Choi (43) Ronan Le Bras (20) Ximing Lu (16) Jena D. Hwang (14) Peter West (10) Doug Downey (9) Antoine Bosselut (8) Liwei Jiang (7) Keisuke Sakaguchi (6) Ari Holtzman (5)

Keywords

commonsense reasoning (16) language model (13) text generation (6) large language model (5) narrative understanding (4) question answering (4) natural language inference (4) knowledge graph (4) commonsense knowledge (4) unsupervised learning (4) transfer learning (4) knowledge distillation (3) pretrained language model (3) counterfactual reasoning (3) language generation (3) neural architecture (2) generative model (2) paraphrase generation (2) multitask learning (2) few-shot learning (2)

Papers

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