Yi-Lin Tsai

Let Me Speak Freely? A Study On The Impact Of Format Restrictions On Large Language Model Performance.

Structured generation, the process of producing content in standardized formats like JSON and XML, is widely utilized in real-world applications to extract key output information from large language models (LLMs).This study investigates whether such constraints on generation space impact LLMs’ abili…