Search Results for author: Shenzhi Yang

Found 2 papers, 2 papers with code

Proactive Agent: Shifting LLM Agents from Reactive Responses to Active Assistance

1 code implementation16 Oct 2024 Yaxi Lu, Shenzhi Yang, Cheng Qian, Guirong Chen, Qinyu Luo, Yesai Wu, Huadong Wang, Xin Cong, Zhong Zhang, Yankai Lin, Weiwen Liu, Yasheng Wang, Zhiyuan Liu, Fangming Liu, Maosong Sun

The labeled data is used to train a reward model that simulates human judgment and serves as an automatic evaluator of the proactiveness of LLM agents.

Enhancing In-Context Learning Performance with just SVD-Based Weight Pruning: A Theoretical Perspective

1 code implementation6 Jun 2024 Xinhao Yao, Xiaolin Hu, Shenzhi Yang, Yong liu

Pre-trained large language models (LLMs) based on Transformer have demonstrated striking in-context learning (ICL) abilities.

Generalization Bounds In-Context Learning +1

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