reasoning chain

ARCHE: A Novel Task to Evaluate LLMs on Latent Reasoning Chain Extraction AAAI 2026 Beyond the Black Box: Demystifying Multi-Turn LLM Reasoning with VISTA AAAI 2026 Do LLMs Encode Functional Importance of Reasoning Tokens ? ACL 2026 Enhancing Auto-regressive Chain-of-Thought through Loop-Aligned Reasoning EACL 2026 GeoRC: A Benchmark for Geolocation Reasoning Chains ACL 2026 Global-Local Confidence Fusion for Hallucination Detection in Mathematical Reasoning Task AAAI 2026 How Long Reasoning Chains Influence LLMs’ Judgment of Answer Factuality ACL 2026 Improving Value-based Process Verifier via Low-Cost Variance Reduction AAAI 2026 Journey Before Destination: On the importance of Visual Faithfulness in Slow Thinking EACL 2026 LexChain: Modeling Legal Reasoning Chains for Chinese Tort Case Analysis AAAI 2026 MSR-Rec: Multi-Step Reasoning-Enhanced LLM for Sequential Recommendation AAAI 2026 Optimizing Length Compression in Large Reasoning Models ACL 2026 P2S: Probabilistic Process Supervision for General-Domain Reasoning Question Answering AAAI 2026 Reasoning with Exploration: An Entropy Perspective AAAI 2026 Robust-R1: Degradation-Aware Reasoning for Robust Visual Understanding AAAI 2026 See Further, Think Deeper: Advancing VLM's Reasoning Ability with Low-level Visual Cues and Reflection CVPR 2026 SEVADE: Self-Evolving Multi-Agent Analysis with Decoupled Evaluation for Hallucination-Resistant Sarcasm Detection AAAI 2026 Stay Focused: Problem Drift in Multi-Agent Debate EACL 2026 UniVerse: Empower Unified Generation with Reasoning and Knowledge CVPR 2026 AgentPro: Enhancing LLM Agents with Automated Process Supervision EMNLP 2025 A Mousetrap: Fooling Large Reasoning Models for Jailbreak with Chain of Iterative Chaos ACL 2025 Answering Complex Geographic Questions by Adaptive Reasoning with Visual Context and External Commonsense Knowledge ACL 2025 BioHopR: A Benchmark for Multi-Hop, Multi-Answer Reasoning in Biomedical Domain ACL 2025 Can We Verify Step by Step for Incorrect Answer Detection? IJCAI 2025 CER: Confidence Enhanced Reasoning in LLMs ACL 2025