reasoning chain

CofCA: A STEP-WISE Counterfactual Multi-hop QA benchmark ICLR 2025 DualRAG: A Dual-Process Approach to Integrate Reasoning and Retrieval for Multi-Hop Question Answering ACL 2025 Explicitly Guided Difficulty-Controllable Visual Question Generation AAAI 2025 Fine-grained Confidence Estimation for Spurious Correctness Detection in Large Language Models IJCNLP 2025 Fine-Tuning on Diverse Reasoning Chains Drives Within-Inference CoT Refinement in LLMs ACL 2025 Full-Step-DPO: Self-Supervised Preference Optimization with Step-wise Rewards for Mathematical Reasoning ACL 2025 Investigating the Shortcomings of LLMs in Step-by-Step Legal Reasoning NAACL 2025 Knowledge Editing for Multi-Hop Question Answering Using Semantic Analysis IJCAI 2025 Language models can learn implicit multi-hop reasoning, but only if they have lots of training data EMNLP 2025 LOG: A Local-to-Global Optimization Approach for Retrieval-based Explainable Multi-Hop Question Answering COLING 2025 Mixture of insighTful Experts (MoTE): The Synergy of Reasoning Chains and Expert Mixtures in Self-Alignment ACL 2025 MMBoundary: Advancing MLLM Knowledge Boundary Awareness through Reasoning Step Confidence Calibration ACL 2025 Multiagent Finetuning: Self Improvement with Diverse Reasoning Chains ICLR 2025 PhonoThink: Improving Large Language Models’ Reasoning on Chinese Phonological Ambiguities EMNLP 2025 Premise-Augmented Reasoning Chains Improve Error Identification in Math reasoning with LLMs ICML 2025 Probabilistic Soundness Guarantees in LLM Reasoning Chains EMNLP 2025 Robust Knowledge Editing via Explicit Reasoning Chains for Distractor-Resilient Multi-Hop QA EMNLP 2025 Search-o1: Agentic Search-Enhanced Large Reasoning Models EMNLP 2025 Self-Reasoning Language Models: Unfold Hidden Reasoning Chains with Few Reasoning Catalyst ACL 2025 Theorem-of-Thought: A Multi-Agent Framework for Abductive, Deductive, and Inductive Reasoning in Language Models ACL 2025 Tree-of-Quote Prompting Improves Factuality and Attribution in Multi-Hop and Medical Reasoning EMNLP 2025 TurnBench-MS: A Benchmark for Evaluating Multi-Turn, Multi-Step Reasoning in Large Language Models EMNLP 2025 What Makes a Good Reasoning Chain? Uncovering Structural Patterns in Long Chain-of-Thought Reasoning EMNLP 2025 YNU-HPCC at SemEval-2025 Task 8: Enhancing Question-Answering over Tabular Data with TableGPT2 SemEval 2025 A Chain-of-Thought Is as Strong as Its Weakest Link: A Benchmark for Verifiers of Reasoning Chains ACL 2024