Yige Shen

Think-then-Act: A Dual-Angle Evaluated Retrieval-Augmented Generation

2024 · arXiv (Cornell University)

Despite their impressive capabilities, large language models (LLMs) often face challenges such as temporal misalignment and generating hallucinatory content. Enhancing LLMs with retrieval mechanisms to fetch relevant information from external sources offers a promising solution. …