Search Results for author: Weichuan Liu

Found 2 papers, 2 papers with code

SeaKR: Self-aware Knowledge Retrieval for Adaptive Retrieval Augmented Generation

1 code implementation27 Jun 2024 Zijun Yao, Weijian Qi, Liangming Pan, Shulin Cao, Linmei Hu, Weichuan Liu, Lei Hou, Juanzi Li

This paper introduces Self-aware Knowledge Retrieval (SeaKR), a novel adaptive RAG model that extracts self-aware uncertainty of LLMs from their internal states.

Question Answering RAG +1

DebugBench: Evaluating Debugging Capability of Large Language Models

1 code implementation9 Jan 2024 Runchu Tian, Yining Ye, Yujia Qin, Xin Cong, Yankai Lin, Yinxu Pan, Yesai Wu, Haotian Hui, Weichuan Liu, Zhiyuan Liu, Maosong Sun

Previous evaluations of LLMs' debugging ability are significantly limited by the risk of data leakage, the scale of the dataset, and the variety of tested bugs.

Code Generation

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