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reasoning path

79 papers

Papers

CoMM: Collaborative Multi-Agent, Multi-Reasoning-Path Prompting for Complex Problem Solving NAACL 2024 EX-FEVER: A Dataset for Multi-hop Explainable Fact Verification ACL 2024 Get an A in Math: Progressive Rectification Prompting AAAI 2024 Instructing Large Language Models to Identify and Ignore Irrelevant Conditions NAACL 2024 Just Ask One More Time! Self-Agreement Improves Reasoning of Language Models in (Almost) All Scenarios ACL 2024 MuggleMath: Assessing the Impact of Query and Response Augmentation on Math Reasoning ACL 2024 PathReasoner: Modeling Reasoning Path with Equivalent Extension for Logical Question Answering ACL 2024 Reasoning Paths Optimization: Learning to Reason and Explore From Diverse Paths EMNLP 2024 Seemingly Plausible Distractors in Multi-Hop Reasoning: Are Large Language Models Attentive Readers? EMNLP 2024 Towards A Unified View of Answer Calibration for Multi-Step Reasoning ACL 2024 Unlocking the Capabilities of Thought: A Reasoning Boundary Framework to Quantify and Optimize Chain-of-Thought NeurIPS 2024 DialCoT Meets PPO: Decomposing and Exploring Reasoning Paths in Smaller Language Models EMNLP 2023 Dynamic Voting for Efficient Reasoning in Large Language Models EMNLP 2023 Explore the Way: Exploring Reasoning Path by Bridging Entities for Effective Cross-Document Relation Extraction EMNLP 2023 Learning Math Reasoning from Self-Sampled Correct and Partially-Correct Solutions ICLR 2023 RPA: Reasoning Path Augmentation in Iterative Retrieving for Multi-Hop QA AAAI 2023 Self-Consistency Improves Chain of Thought Reasoning in Language Models ICLR 2023 Single Sequence Prediction over Reasoning Graphs for Multi-hop QA ACL 2023 Solving Math Word Problems via Cooperative Reasoning induced Language Models ACL 2023 A New Concept of Knowledge based Question Answering (KBQA) System for Multi-hop Reasoning NAACL 2022 Empowering Language Models with Knowledge Graph Reasoning for Open-Domain Question Answering EMNLP 2022 Modeling Multi-hop Question Answering as Single Sequence Prediction ACL 2022 Open Relation Modeling: Learning to Define Relations between Entities ACL 2022 Are Missing Links Predictable? An Inferential Benchmark for Knowledge Graph Completion ACL 2021 Is Multi-Hop Reasoning Really Explainable? Towards Benchmarking Reasoning Interpretability EMNLP 2021