Ronan Le Bras

WildBench: Benchmarking LLMs with Challenging Tasks from Real Users in the Wild ICLR 2025 ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning ICML 2025 MacGyver: Are Large Language Models Creative Problem Solvers? NAACL 2024 Leftover Lunch: Advantage-based Offline Reinforcement Learning for Language Models ICLR 2024 A Call for Clarity in Beam Search: How It Works and When It Stops COLING 2024 Fusing Pre-Trained Language Models With Multimodal Prompts Through Reinforcement Learning CVPR 2023 NLPositionality: Characterizing Design Biases of Datasets and Models ACL 2023 From Dogwhistles to Bullhorns: Unveiling Coded Rhetoric with Language Models ACL 2023 I2D2: Inductive Knowledge Distillation with NeuroLogic and Self-Imitation ACL 2023 Commonsense Knowledge Transfer for Pre-trained Language Models ACL 2023 Modular Transformers: Compressing Transformers into Modularized Layers for Flexible Efficient Inference ACL 2023 RealTime QA: What's the Answer Right Now? NIPS 2023 Faith and Fate: Limits of Transformers on Compositionality NIPS 2023 Maieutic Prompting: Logically Consistent Reasoning with Recursive Explanations EMNLP 2022 Twist Decoding: Diverse Generators Guide Each Other EMNLP 2022 NeuroLogic A*esque Decoding: Constrained Text Generation with Lookahead Heuristics NAACL 2022 Generated Knowledge Prompting for Commonsense Reasoning ACL 2022 Symbolic Knowledge Distillation: from General Language Models to Commonsense Models NAACL 2022 Bidimensional Leaderboards: Generate and Evaluate Language Hand in Hand NAACL 2022 Transparent Human Evaluation for Image Captioning NAACL 2022 Neural Theory-of-Mind? On the Limits of Social Intelligence in Large LMs EMNLP 2022 NeuroLogic Decoding: (Un)supervised Neural Text Generation with Predicate Logic Constraints NAACL 2021 SCRUPLES: A Corpus of Community Ethical Judgments on 32,000 Real-Life Anecdotes AAAI 2021 Dynamic Neuro-Symbolic Knowledge Graph Construction for Zero-shot Commonsense Question Answering AAAI 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 Moral Stories: Situated Reasoning about Norms, Intents, Actions, and their Consequences EMNLP 2021 CLIPScore: A Reference-free Evaluation Metric for Image Captioning EMNLP 2021 proScript: Partially Ordered Scripts Generation EMNLP 2021 Adversarial Filters of Dataset Biases ICML 2020 PIQA: Reasoning about Physical Commonsense in Natural Language AAAI 2020 WinoGrande: An Adversarial Winograd Schema Challenge at Scale AAAI 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 SemEval-2019 Task 10: Math Question Answering SEMEVAL 2019 Cosmos QA: Machine Reading Comprehension with Contextual Commonsense Reasoning IJCNLP 2019 Social IQa: Commonsense Reasoning about Social Interactions IJCNLP 2019 Social IQa: Commonsense Reasoning about Social Interactions EMNLP 2019 Cosmos QA: Machine Reading Comprehension with Contextual Commonsense Reasoning EMNLP 2019 ATOMIC: An Atlas of Machine Commonsense for If-Then Reasoning AAAI 2019 Beyond Sentential Semantic Parsing: Tackling the Math SAT with a Cascade of Tree Transducers EMNLP 2017 Variable Elimination in the Fourier Domain ICML 2016 Crowdsourcing Backdoor Identification for Combinatorial Optimization IJCAI 2013 Double-Wheel Graphs Are Graceful IJCAI 2013