reasoning process

How Should We Enhance the Safety of Large Reasoning Models: An Empirical Study ACL 2026 Is Your (Reasoning) Multimodal Language Model Vulnerable Toward Distractions? AAAI 2026 Light-IF: Endowing LLMs with Generalizable Reasoning via Preview and Self-Checking for Complex Instruction Following AAAI 2026 ReCode: Reinforcing Code Generation with Reasoning-Process Rewards ACL 2026 RPTS: Tree-Structured Reasoning Process Scoring for Faithful Multimodal Evaluation AAAI 2026 Beyond Perception: Evaluating Abstract Visual Reasoning through Multi-Stage Task ACL 2025 Circuit Stability Characterizes Language Model Generalization ACL 2025 CodePRM: Execution Feedback-enhanced Process Reward Model for Code Generation ACL 2025 Dissecting Logical Reasoning in LLMs: A Fine-Grained Evaluation and Supervision Study EMNLP 2025 EoT: Evolution of Thoughts for Complex Reasoning Tasks EMNLP 2025 Evaluating Intermediate Reasoning of Code-Assisted Large Language Models for Mathematics ACL 2025 Is Sarcasm Detection a Step-by-Step Reasoning Process in Large Language Models? AAAI 2025 LogicPro: Improving Complex Logical Reasoning via Program-Guided Learning ACL 2025 RethinkMCTS: Refining Erroneous Thoughts in Monte Carlo Tree Search for Code Generation EMNLP 2025 TableLLM: Enabling Tabular Data Manipulation by LLMs in Real Office Usage Scenarios ACL 2025 Tables as Thought: Exploring Structured Thoughts in LLM Reasoning ACL 2025 Understand the Implication: Learning to Think for Pragmatic Understanding ACL 2025 Tab-CoT: Zero-shot Tabular Chain of Thought ACL 2023 Tiered Reasoning for Intuitive Physics: Toward Verifiable Commonsense Language Understanding EMNLP 2021 Obtaining Faithful Interpretations from Compositional Neural Networks ACL 2020