Reasoning

Penetrative AI: Making LLMs Comprehend the Physical World ACL 2024 Perception of Knowledge Boundary for Large Language Models through Semi-open-ended Question Answering NeurIPS 2024 Perceptions of Linguistic Uncertainty by Language Models and Humans EMNLP 2024 Perceptions to Beliefs: Exploring Precursory Inferences for Theory of Mind in Large Language Models EMNLP 2024 P-FOLIO: Evaluating and Improving Logical Reasoning with Abundant Human-Written Reasoning Chains EMNLP 2024 Physical Property Understanding from Language-Embedded Feature Fields CVPR 2024 Picturing Ambiguity: A Visual Twist on the Winograd Schema Challenge ACL 2024 PipeNet: Question Answering with Semantic Pruning over Knowledge Graphs NAACL 2024 PizzaCommonSense: A Dataset for Commonsense Reasoning about Intermediate Steps in Cooking Recipes EMNLP 2024 Plan-on-Graph: Self-Correcting Adaptive Planning of Large Language Model on Knowledge Graphs NeurIPS 2024 PokeMQA: Programmable knowledge editing for Multi-hop Question Answering ACL 2024 Policy Gradient Methods in the Presence of Symmetries and State Abstractions JMLR 2024 Position: LLMs Can’t Plan, But Can Help Planning in LLM-Modulo Frameworks ICML 2024 Position: The Reasonable Person Standard for AI ICML 2024 Predicated Diffusion: Predicate Logic-Based Attention Guidance for Text-to-Image Diffusion Models CVPR 2024 Premise Order Matters in Reasoning with Large Language Models ICML 2024 Probabilities of Causation with Nonbinary Treatment and Effect AAAI 2024 Probing the Capacity of Language Model Agents to Operationalize Disparate Experiential Context Despite Distraction EMNLP 2024 Proceedings of the Fortieth Conference on Uncertainty in Artificial Intelligence – Preface UAI 2024 Promptbreeder: Self-Referential Self-Improvement via Prompt Evolution ICML 2024 Prompt Sketching for Large Language Models ICML 2024 Propagation and Pitfalls: Reasoning-based Assessment of Knowledge Editing through Counterfactual Tasks ACL 2024 Proving Olympiad Algebraic Inequalities without Human Demonstrations NeurIPS 2024 Proving Theorems Recursively NeurIPS 2024 Puzzle Solving using Reasoning of Large Language Models: A Survey EMNLP 2024