Search Results for author: Zhenyu Shao

Found 2 papers, 2 papers with code

Probing then Editing Response Personality of Large Language Models

1 code implementation14 Apr 2025 Tianjie Ju, Zhenyu Shao, Bowen Wang, Yujia Chen, Zhuosheng Zhang, Hao Fei, Mong-Li Lee, Wynne Hsu, Sufeng Duan, Gongshen Liu

We conduct probing experiments on 11 open-source LLMs over the PersonalityEdit benchmark and find that LLMs predominantly encode personality for responding in their middle and upper layers, with instruction-tuned models demonstrating a slightly clearer separation of personality traits.

MMLU

Watch Out Your Album! On the Inadvertent Privacy Memorization in Multi-Modal Large Language Models

1 code implementation3 Mar 2025 Tianjie Ju, Yi Hua, Hao Fei, Zhenyu Shao, Yubin Zheng, Haodong Zhao, Mong-Li Lee, Wynne Hsu, Zhuosheng Zhang, Gongshen Liu

Multi-Modal Large Language Models (MLLMs) have exhibited remarkable performance on various vision-language tasks such as Visual Question Answering (VQA).

Memorization Question Answering +1

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