1 code implementation • 23 May 2024 • Minjia Mao, Dongjun Wei, Zeyu Chen, Xiao Fang, Michael Chau
This study proposes the Sampling One Then Accepting (STA-1) method, an unbiased watermark that does not require access to LLMs nor prompts during detection and has statistical guarantees for the type II error.
no code implementations • 18 Sep 2023 • Xiao Fang, Shangkun Che, Minjia Mao, Hongzhe Zhang, Ming Zhao, Xiaohang Zhao
We then apply each examined LLM to generate news content with headlines of these news articles as prompts, and evaluate the gender and racial biases of the AIGC produced by the LLM by comparing the AIGC and the original news articles.
no code implementations • 25 Sep 2019 • Yu Wei, Minjia Mao, Xi Zhao, Jianhua Zou
In this method, we formulate the metro expansion as a process of sequential station selection, and design feasibility rules based on the selected station sequence to ensure the reasonable connection patterns of metro line.