Sitao Xie

Re-TASK: Revisiting LLM Tasks from Capability, Skill, and Knowledge Perspectives

The Chain-of-Thought (CoT) paradigm has become a pivotal method for solving complex problems with large language models (LLMs). However, its application to domain-specific tasks remains challenging, as LLMs often fail to decompose tasks accurately or execute subtasks effectively. This paper introduc…