Towards Compositional Generalization of LLMs via Skill Taxonomy Guided Data Synthesis

Yifan Wei, Li Du, Xiaoyan Yu +2

Large Language Models (LLMs) and agent-based systems often struggle with compositional generalization due to a data bottleneck in which complex skill combinations follow a long-tai…