CCIL: Continuity-based Data Augmentation for Corrective Imitation Learning Paper • 2310.12972 • Published Oct 19, 2023
The Generative AI Paradox: "What It Can Create, It May Not Understand" Paper • 2311.00059 • Published Oct 31, 2023 • 20
Faith and Fate: Limits of Transformers on Compositionality Paper • 2305.18654 • Published May 29, 2023 • 7
PlaSma: Making Small Language Models Better Procedural Knowledge Models for (Counterfactual) Planning Paper • 2305.19472 • Published May 31, 2023 • 1
UNcommonsense Reasoning: Abductive Reasoning about Uncommon Situations Paper • 2311.08469 • Published Nov 14, 2023 • 11
SPLAIN: Augmenting Cybersecurity Warnings with Reasons and Data Paper • 2311.11215 • Published Nov 19, 2023 • 1
COBRA Frames: Contextual Reasoning about Effects and Harms of Offensive Statements Paper • 2306.01985 • Published Jun 3, 2023 • 1
Symbolic Knowledge Distillation: from General Language Models to Commonsense Models Paper • 2110.07178 • Published Oct 14, 2021 • 1
Value Kaleidoscope: Engaging AI with Pluralistic Human Values, Rights, and Duties Paper • 2309.00779 • Published Sep 2, 2023 • 1
Do Androids Laugh at Electric Sheep? Humor "Understanding" Benchmarks from The New Yorker Caption Contest Paper • 2209.06293 • Published Sep 13, 2022
I2D2: Inductive Knowledge Distillation with NeuroLogic and Self-Imitation Paper • 2212.09246 • Published Dec 19, 2022
ClarifyDelphi: Reinforced Clarification Questions with Defeasibility Rewards for Social and Moral Situations Paper • 2212.10409 • Published Dec 20, 2022
Social Chemistry 101: Learning to Reason about Social and Moral Norms Paper • 2011.00620 • Published Nov 1, 2020
DataDecide: How to Predict Best Pretraining Data with Small Experiments Paper • 2504.11393 • Published Apr 15 • 17