chain-of-thought distillation

Complexity-aware fine-tuning EACL 2026 Intent-Driven Semantic ID Generation for Grounded Conversational News Recommendation ACL 2026 YNU-HPCC at SemEval-2026 Task 6: Hierarchical Taxonomy Prompting and CoT Distillation for Political Clarity Classification SemEval 2026 Capture the Key in Reasoning to Enhance CoT Distillation Generalization ACL 2025 CoTD-PO: Chain-of-Thought Distillation with Preference Optimization EMNLP 2025 Improving Reasoning Capabilities in Small Models through Mixture-of-layers Distillation with Stepwise Attention on Key Information EMNLP 2025 PPC-GPT: Federated Task-Specific Compression of Large Language Models via Pruning and Chain-of-Thought Distillation EMNLP 2025 Recall with Reasoning: Chain-of-Thought Distillation for Mamba’s Long-Context Memory and Extrapolation EMNLP 2025 Simple Yet Effective: An Information-Theoretic Approach to Multi-LLM Uncertainty Quantification EMNLP 2025 Skip-Thinking: Chunk-wise Chain-of-Thought Distillation Enable Smaller Language Models to Reason Better and Faster EMNLP 2025 Towards Efficient CoT Distillation: Self-Guided Rationale Selector for Better Performance with Fewer Rationales EMNLP 2025 An Empirical Study of Multilingual Reasoning Distillation for Question Answering EMNLP 2024 MoDE-CoTD: Chain-of-Thought Distillation for Complex Reasoning Tasks with Mixture of Decoupled LoRA-Experts COLING 2024 Symbolic Chain-of-Thought Distillation: Small Models Can Also “Think” Step-by-Step ACL 2023