Reasoning

Into the Unknown: Generating Geospatial Descriptions for New Environments ACL 2024 Intuitive or Dependent? Investigating LLMs’ Behavior Style to Conflicting Prompts ACL 2024 Investigating Multi-Hop Factual Shortcuts in Knowledge Editing of Large Language Models ACL 2024 iREL at SemEval-2024 Task 9: Improving Conventional Prompting Methods for Brain Teasers SemEval 2024 Is A Picture Worth A Thousand Words? Delving Into Spatial Reasoning for Vision Language Models NeurIPS 2024 Is the Pope Catholic? Yes, the Pope is Catholic. Generative Evaluation of Non-Literal Intent Resolution in LLMs ACL 2024 ItD: Large Language Models Can Teach Themselves Induction through Deduction ACL 2024 It Is Not About What You Say, It Is About How You Say It: A Surprisingly Simple Approach for Improving Reading Comprehension ACL 2024 It’s Not Easy Being Wrong: Large Language Models Struggle with Process of Elimination Reasoning ACL 2024 JFLD: A Japanese Benchmark for Deductive Reasoning Based on Formal Logic COLING 2024 Just Ask One More Time! Self-Agreement Improves Reasoning of Language Models in (Almost) All Scenarios ACL 2024 Keypoint-based Progressive Chain-of-Thought Distillation for LLMs ICML 2024 KnowComp at SemEval-2024 Task 9: Conceptualization-Augmented Prompting with Large Language Models for Lateral Reasoning SemEval 2024 Knowledge Verification to Nip Hallucination in the Bud EMNLP 2024 KoCommonGEN v2: A Benchmark for Navigating Korean Commonsense Reasoning Challenges in Large Language Models ACL 2024 Language Agents: Foundations, Prospects, and Risks EMNLP 2024 Language Agent Tree Search Unifies Reasoning, Acting, and Planning in Language Models ICML 2024 Language Generation in the Limit NeurIPS 2024 Language is Scary when Over-Analyzed: Unpacking Implied Misogynistic Reasoning with Argumentation Theory-Driven Prompts EMNLP 2024 Language Models as Compilers: Simulating Pseudocode Execution Improves Algorithmic Reasoning in Language Models EMNLP 2024 LANS: A Layout-Aware Neural Solver for Plane Geometry Problem ACL 2024 LAR-ECHR: A New Legal Argument Reasoning Task and Dataset for Cases of the European Court of Human Rights EMNLP 2024 Large Language Models Are Challenged by Habitat-Centered Reasoning EMNLP 2024 Large Language Models are In-context Teachers for Knowledge Reasoning EMNLP 2024 Large Language Models are Limited in Out-of-Context Knowledge Reasoning EMNLP 2024