Search Results for author: Zhaofeng Liu

Found 2 papers, 1 papers with code

Evaluation of Retrieval-Augmented Generation: A Survey

1 code implementation13 May 2024 Hao Yu, Aoran Gan, Kai Zhang, Shiwei Tong, Qi Liu, Zhaofeng Liu

We consequently enhanced an extensive survey and proposed an analysis framework for benchmarks of RAG systems, RAGR (Retrieval, Generation, Additional Requirement), designed to systematically analyze RAG benchmarks by focusing on measurable outputs and established truths.

Information Retrieval Retrieval

Reinforcement Learning from Statistical Feedback: the Journey from AB Testing to ANT Testing

no code implementations24 Nov 2023 Feiyang Han, Yimin Wei, Zhaofeng Liu, Yanxing Qi

In our research, we will attempt to fill this gap with statistical business feedback instead of human feedback, using AB testing which is a well-established statistical method.

reinforcement-learning

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