2025
DICE: Structured Reasoning in LLMs through SLM-Guided Chain-of-Thought Correction
EMNLP 2025
When performing reasoning tasks with user-specific requirements, such as strict output formats, large language models (LLMs) often prioritize reasoning over adherence to detailed instructions. Fine-tuning LLMs on supervised datasets to address this is impractical due to high computational costs and