reasoning trace

Your Reasoning Model is Secretly a Reward Model - Optimization-Free Verification from Experience ACL 2026 CAC-CoT: Connector-Aware Compact Chain-of-Thought for Efficient Reasoning Data Synthesis Across Dual-System Cognitive Tasks EMNLP 2025 Cascaded Information Disclosure for Generalized Evaluation of Problem Solving Capabilities IJCNLP 2025 ConciseRL: Conciseness-Guided Reinforcement Learning for Efficient Reasoning Models EMNLP 2025 Dualformer: Controllable Fast and Slow Thinking by Learning with Randomized Reasoning Traces ICLR 2025 Evaluating Step-by-step Reasoning Traces: A Survey EMNLP 2025 From Reasoning to Answer: Empirical, Attention-Based and Mechanistic Insights into Distilled DeepSeek R1 Models EMNLP 2025 LATTE: Learning to Think with Vision Specialists EMNLP 2025 Leaky Thoughts: Large Reasoning Models Are Not Private Thinkers EMNLP 2025 Learning to Reason Over Time: Timeline Self-Reflection for Improved Temporal Reasoning in Language Models ACL 2025 Liaozhai through the Looking-Glass: On Paratextual Explicitation of Culture-Bound Terms in Machine Translation EMNLP 2025 MINERVA: Evaluating Complex Video Reasoning ICCV 2025 MR. Judge: Multimodal Reasoner as a Judge EMNLP 2025 Reasoning Model Unlearning: Forgetting Traces, Not Just Answers, While Preserving Reasoning Skills EMNLP 2025 s1: Simple test-time scaling EMNLP 2025 SafeChain: Safety of Language Models with Long Chain-of-Thought Reasoning Capabilities ACL 2025 Social Genome: Grounded Social Reasoning Abilities of Multimodal Models EMNLP 2025 Theorem-of-Thought: A Multi-Agent Framework for Abductive, Deductive, and Inductive Reasoning in Language Models ACL 2025 Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning ICML 2025 Weak2Wise: An Automated, Lightweight Framework for Weak-LLM-Friendly Reasoning Synthesis EMNLP 2025 Chart-based Reasoning: Transferring Capabilities from LLMs to VLMs NAACL 2024 ReST-MCTS*: LLM Self-Training via Process Reward Guided Tree Search NeurIPS 2024 ReAct: Synergizing Reasoning and Acting in Language Models ICLR 2023