Search Results for author: Xiaosen Zheng

Found 3 papers, 3 papers with code

Agent Smith: A Single Image Can Jailbreak One Million Multimodal LLM Agents Exponentially Fast

1 code implementation13 Feb 2024 Xiangming Gu, Xiaosen Zheng, Tianyu Pang, Chao Du, Qian Liu, Ye Wang, Jing Jiang, Min Lin

A multimodal large language model (MLLM) agent can receive instructions, capture images, retrieve histories from memory, and decide which tools to use.

Language Modelling Large Language Model

An Empirical Study of Memorization in NLP

1 code implementation ACL 2022 Xiaosen Zheng, Jing Jiang

We empirically show that our memorization attribution method is faithful, and share our interesting finding that the top-memorized parts of a training instance tend to be features negatively correlated with the class label.

Memorization

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