← Authors

Antoine Bosselut

82 papers · 2016–2026 · 13 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (13) 🌈 Renaissance Researcher (10) 🧭 Keyword Pioneer 🐝 Cross-Pollinator (13) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (110) πŸƒ Academic Marathon (9) 🐣 Hot Topic Early Bird 🏠 Conference Loyalist (25) 🀝 Dynamic Duo (21) πŸ‘‘ Triple Crown πŸ† Grand Slam πŸ‘₯ Mega-Team (57) πŸ”¬ Deep Specialist (12) πŸ† Keyword Champion (3) πŸ“ˆ Trend Setter πŸ’Ž Century Club (79) ⚑ Prolific Year (10) πŸš€ Conference Pioneer πŸ”₯ Unstoppable (8) πŸ—ƒοΈ Keyword Collector (303)

Conferences

EMNLP (25) ACL (17) NAACL (10) EACL (8) IJCNLP (6) AAAI (5) ICLR (4) NIPS (2) COLING (1) CVPR (1) ECCV (1) ICCV (1) ICML (1)

Top co-authors

Yejin Choi (21) Syrielle Montariol (12) Zeming Chen (9) Niket Tandon (8) Chandra Bhagavatula (8) Asli Celikyilmaz (8) Mete Ismayilzada (7) Debjit Paul (7) Jena D. Hwang (7) Peter Clark (6)

Research topics

Education (1)

Keywords

large language model (16) commonsense reasoning (13) language model (11) commonsense knowledge (10) knowledge graph (8) question answering (7) procedural text (6) text generation (6) narrative understanding (5) multimodal learning (5) causal inference (4) counterfactual reasoning (4) natural language inference (4) knowledge editing (4) causal reasoning (4) pretrained language model (4) benchmark evaluation (3) representation learning (3) in-context learning (3) natural language generation (3)

Papers

Tracking the Limits of Knowledge Propagation: How LLMs Fail at Multi-Step Reasoning with Conflicting Knowledge EACL 2026
DRIVINGVQA: A Dataset for Interleaved Visual Chain-of-Thought in Real-World Driving Scenarios EACL 2026
ConLID: Supervised Contrastive Learning for Low-Resource Language Identification EACL 2026
Global MMLU: Understanding and Addressing Cultural and Linguistic Biases in Multilingual Evaluation ACL 2025
Challenges for AI in Multimodal STEM Assessments: a Human-AI Comparison ACL 2025
Efficient Tool Use with Chain-of-Abstraction Reasoning COLING 2025
VinaBench: Benchmark for Faithful and Consistent Visual Narratives CVPR 2025
A Logical Fallacy-Informed Framework for Argument Generation NAACL 2025
Evaluating Morphological Compositional Generalization in Large Language Models NAACL 2025
INCLUDE: Evaluating Multilingual Language Understanding with Regional Knowledge ICLR 2025
GeoExplorer: Active Geo-localization with Curiosity-Driven Exploration ICCV 2025
RLMEval: Evaluating Research-Level Neural Theorem Proving EMNLP 2025
Creative Preference Optimization EMNLP 2025
CAVE : Detecting and Explaining Commonsense Anomalies in Visual Environments EMNLP 2025
From Language to Cognition: How LLMs Outgrow the Human Language Network EMNLP 2025
Context is Gold to find the Gold Passage: Evaluating and Training Contextual Document Embeddings EMNLP 2025
Reliable Evaluation and Benchmarks for Statement Autoformalization EMNLP 2025
The LLM Language Network: A Neuroscientific Approach for Identifying Causally Task-Relevant Units NAACL 2025
PICLe: Pseudo-annotations for In-Context Learning in Low-Resource Named Entity Detection NAACL 2025
ConGeo: Robust Cross-view Geo-localization across Ground View Variations ECCV 2024
ConVQG: Contrastive Visual Question Generation with Multimodal Guidance AAAI 2024
DiffuCOMET: Contextual Commonsense Knowledge Diffusion ACL 2024
Complex Reasoning over Logical Queries on Commonsense Knowledge Graphs ACL 2024
Exploring Defeasibility in Causal Reasoning ACL 2024
EPFL-MAKE at β€œDischarge Me!”: An LLM System for Automatically Generating Discharge Summaries of Clinical Electronic Health Record ACL 2024
REFINER: Reasoning Feedback on Intermediate Representations EACL 2024
Rethinking Skill Extraction in the Job Market Domain using Large Language Models EACL 2024
JobSkape: A Framework for Generating Synthetic Job Postings to Enhance Skill Matching EACL 2024
Discovering Knowledge-Critical Subnetworks in Pretrained Language Models EMNLP 2024
β€œFlex Tape Can’t Fix That”: Bias and Misinformation in Edited Language Models EMNLP 2024
Let Me Teach You: Pedagogical Foundations of Feedback for Language Models EMNLP 2024
Making Reasoning Matter: Measuring and Improving Faithfulness of Chain-of-Thought Reasoning EMNLP 2024
Towards a Mechanistic Interpretation of Multi-Step Reasoning Capabilities of Language Models EMNLP 2023
CRoW: Benchmarking Commonsense Reasoning in Real-World Tasks EMNLP 2023
CRAB: Assessing the Strength of Causal Relationships Between Real-world Events EMNLP 2023
Breaking the Language Barrier: Improving Cross-Lingual Reasoning with Structured Self-Attention EMNLP 2023
CAR: Conceptualization-Augmented Reasoner for Zero-Shot Commonsense Question Answering EMNLP 2023
DISCO: Distilling Counterfactuals with Large Language Models ACL 2023
kogito: A Commonsense Knowledge Inference Toolkit EACL 2023
RECKONING: Reasoning through Dynamic Knowledge Encoding NIPS 2023
Mitigating Label Biases for In-context Learning ACL 2023
PeaCoK: Persona Commonsense Knowledge for Consistent and Engaging Narratives ACL 2023
Fast Model Editing at Scale ICLR 2022
Memory-Based Model Editing at Scale ICML 2022
GreaseLM: Graph REASoning Enhanced Language Models ICLR 2022
Conditional set generation using Seq2seq models EMNLP 2022
Discovering Language-neutral Sub-networks in Multilingual Language Models EMNLP 2022
ComFact: A Benchmark for Linking Contextual Commonsense Knowledge EMNLP 2022
Deep Bidirectional Language-Knowledge Graph Pretraining NIPS 2022
Synthetic Disinformation Attacks on Automated Fact Verification Systems AAAI 2022
Conversational Multi-Hop Reasoning with Neural Commonsense Knowledge and Symbolic Logic Rules EMNLP 2021
(Comet-) Atomic 2020: On Symbolic and Neural Commonsense Knowledge Graphs AAAI 2021
Dynamic Neuro-Symbolic Knowledge Graph Construction for Zero-shot Commonsense Question Answering AAAI 2021
The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics ACL 2021
On-the-Fly Attention Modulation for Neural Generation ACL 2021
Edited Media Understanding Frames: Reasoning About the Intent and Implications of Visual Misinformation ACL 2021
Edited Media Understanding Frames: Reasoning About the Intent and Implications of Visual Misinformation IJCNLP 2021
On-the-Fly Attention Modulation for Neural Generation IJCNLP 2021
The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics IJCNLP 2021
QA-GNN: Reasoning with Language Models and Knowledge Graphs for Question Answering NAACL 2021
β€œI’m Not Mad”: Commonsense Implications of Negation and Contradiction NAACL 2021
Discourse Understanding and Factual Consistency in Abstractive Summarization EACL 2021
Commonsense Reasoning for Natural Language Processing ACL 2020
Back to the Future: Unsupervised Backprop-based Decoding for Counterfactual and Abductive Commonsense Reasoning EMNLP 2020
Commonsense Knowledge Base Completion with Structural and Semantic Context AAAI 2020
The Amazing World of Neural Language Generation EMNLP 2020
Everything Happens for a Reason: Discovering the Purpose of Actions in Procedural Text EMNLP 2019
WIQA: A dataset for β€œWhat if...” reasoning over procedural text EMNLP 2019
Proceedings of the Workshop on Methods for Optimizing and Evaluating Neural Language Generation NAACL 2019
Be Consistent! Improving Procedural Text Comprehension using Label Consistency NAACL 2019
Everything Happens for a Reason: Discovering the Purpose of Actions in Procedural Text IJCNLP 2019
Counterfactual Story Reasoning and Generation IJCNLP 2019
WIQA: A dataset for β€œWhat if...” reasoning over procedural text IJCNLP 2019
Counterfactual Story Reasoning and Generation EMNLP 2019
COMET: Commonsense Transformers for Automatic Knowledge Graph Construction ACL 2019
Simulating Action Dynamics with Neural Process Networks ICLR 2018
Discourse-Aware Neural Rewards for Coherent Text Generation NAACL 2018
Modeling Naive Psychology of Characters in Simple Commonsense Stories ACL 2018
Deep Communicating Agents for Abstractive Summarization NAACL 2018
Learning to Write with Cooperative Discriminators ACL 2018
Reasoning about Actions and State Changes by Injecting Commonsense Knowledge EMNLP 2018
Learning Prototypical Event Structure from Photo Albums ACL 2016