multi-step reasoning

MusTQ: A Temporal Knowledge Graph Question Answering Dataset for Multi-Step Temporal Reasoning ACL 2024 RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval ICLR 2024 Reasoning in Flux: Enhancing Large Language Models Reasoning through Uncertainty-aware Adaptive Guidance ACL 2024 Reasoning Paths Optimization: Learning to Reason and Explore From Diverse Paths EMNLP 2024 RESPROMPT: Residual Connection Prompting Advances Multi-Step Reasoning in Large Language Models NAACL 2024 Structure Guided Prompt: Instructing Large Language Model in Multi-Step Reasoning by Exploring Graph Structure of the Text EMNLP 2024 The ART of LLM Refinement: Ask, Refine, and Trust NAACL 2024 THOUGHT PROPAGATION: AN ANALOGICAL APPROACH TO COMPLEX REASONING WITH LARGE LANGUAGE MODELS ICLR 2024 Toolken+: Improving LLM Tool Usage with Reranking and a Reject Option EMNLP 2024 Towards A Unified View of Answer Calibration for Multi-Step Reasoning ACL 2024 Unlocking the Power of Large Language Models for Entity Alignment ACL 2024 WhodunitBench: Evaluating Large Multimodal Agents via Murder Mystery Games NeurIPS 2024 Can Sequence-to-Sequence Transformers Naturally Understand Sequential Instructions? ACL 2023 Causal Abstraction for Chain-of-Thought Reasoning in Arithmetic Word Problems EMNLP 2023 Chain-of-Questions Training with Latent Answers for Robust Multistep Question Answering EMNLP 2023 Chain-of-Thought Reasoning in Tabular Language Models EMNLP 2023 Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them ACL 2023 Complexity-Based Prompting for Multi-step Reasoning ICLR 2023 CRT-QA: A Dataset of Complex Reasoning Question Answering over Tabular Data EMNLP 2023 Explicit Planning Helps Language Models in Logical Reasoning EMNLP 2023 Fact-Checking Complex Claims with Program-Guided Reasoning ACL 2023 From Parse-Execute to Parse-Execute-Refine: Improving Semantic Parser for Complex Question Answering over Knowledge Base EMNLP 2023 GRACE: Discriminator-Guided Chain-of-Thought Reasoning EMNLP 2023 INFORM : Information eNtropy based multi-step reasoning FOR large language Models EMNLP 2023 Learning Multi-Step Reasoning by Solving Arithmetic Tasks ACL 2023