reasoning distillation

From Form to Logic: Masked Reconstruction and Reasoning Distillation for Short Video Fake News Detection ACL 2026 MARD: Module-Aware Reasoning Distillation for Language Models with Adaptive Supervision ACL 2026 RLKD: Distilling LLMs’ Reasoning via Reinforcement Learning AAAI 2026 Skill-Aware Data Selection and Fine-Tuning for Data-Efficient Reasoning Distillation ACL 2026 Agentic-R1: Distilled Dual-Strategy Reasoning EMNLP 2025 Analysing Chain of Thought Dynamics: Active Guidance or Unfaithful Post-hoc Rationalisation? EMNLP 2025 AURELIA: Test-time Reasoning Distillation in Audio-Visual LLMs ICCV 2025 DART: Distilling Autoregressive Reasoning to Silent Thought EMNLP 2025 Does Rationale Quality Matter? Enhancing Mental Disorder Detection via Selective Reasoning Distillation ACL 2025 Primus: A Pioneering Collection of Open-Source Datasets for Cybersecurity LLM Training EMNLP 2025 RAVEN++: Pinpointing Fine-Grained Violations in Advertisement Videos with Active Reinforcement Reasoning EMNLP 2025 TwT: Thinking without Tokens by Habitual Reasoning Distillation with Multi-Teachers’ Guidance EMNLP 2025 Unveiling the Key Factors for Distilling Chain-of-Thought Reasoning ACL 2025 An Empirical Study of Multilingual Reasoning Distillation for Question Answering EMNLP 2024 Mind’s Mirror: Distilling Self-Evaluation Capability and Comprehensive Thinking from Large Language Models NAACL 2024 Mixed Distillation Helps Smaller Language Models Reason Better EMNLP 2024 PaD: Program-aided Distillation Can Teach Small Models Reasoning Better than Chain-of-thought Fine-tuning NAACL 2024 Symbolic Chain-of-Thought Distillation: Small Models Can Also “Think” Step-by-Step ACL 2023