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Yiruo Cheng

2 accepted papers

2025

CORAL: Benchmarking Multi-turn Conversational Retrieval-Augmented Generation

NAACL 2025findings

Retrieval-Augmented Generation (RAG) has become a powerful paradigm for enhancing large language models (LLMs) through external knowledge retrieval. Despite its widespread attention, existing academic research predominantly focuses on single-turn RAG, leaving a significant gap in addressing the comp…

2024

Interpreting Conversational Dense Retrieval by Rewriting-Enhanced Inversion of Session Embedding

ACL 2024long

Conversational dense retrieval has shown to be effective in conversational search. However, a major limitation of conversational dense retrieval is their lack of interpretability, hindering intuitive understanding of model behaviors for targeted improvements. This paper presents CONVINV, a simple ye…