Zechen Wang

Understand What LLM Needs: Dual Preference Alignment for Retrieval-Augmented Generation

2025

Retrieval-augmented generation (RAG) has effectively mitigated the hallucination problem of large language models (LLMs). However, the difficulty of aligning the retriever with the LLMs' diverse knowledge preferences inevitably poses a challenge in developing a reliable …