most citedInterpreting and Steering LLMs with Mutual Information-based Explanations on Sparse Autoencoders

1 citations · 1 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2025

Soundness-Aware Level: A Microscopic Signature that Predicts LLM Reasoning Potential

Xuansheng Wu, Xiaoman Pan, Wenlin Yao +1

Reinforcement learning with verifiable rewards (RLVR) can elicit strong reasoning in large language models (LLMs), while their performance after RLVR varies dramatically across dif…

cs.CL2025★ 1 cited

Interpreting and Steering LLMs with Mutual Information-based Explanations on Sparse Autoencoders

Xuansheng Wu, Jiayi Yuan, Wenlin Yao +2

Large language models (LLMs) excel at handling human queries, but they can occasionally generate flawed or unexpected responses. Understanding their internal states is crucial for…