Search Results for author: Hongfu Gao

Found 2 papers, 1 papers with code

ChineseSafe: A Chinese Benchmark for Evaluating Safety in Large Language Models

no code implementations24 Oct 2024 Hengxiang Zhang, Hongfu Gao, Qiang Hu, Guanhua Chen, Lili Yang, BingYi Jing, Hongxin Wei, Bing Wang, Haifeng Bai, Lei Yang

While previous works have introduced several benchmarks to evaluate the safety risk of LLMs, the community still has a limited understanding of current LLMs' capability to recognize illegal and unsafe content in Chinese contexts.

On the Noise Robustness of In-Context Learning for Text Generation

1 code implementation27 May 2024 Hongfu Gao, Feipeng Zhang, Wenyu Jiang, Jun Shu, Feng Zheng, Hongxin Wei

In this work, we show that, on text generation tasks, noisy annotations significantly hurt the performance of in-context learning.

In-Context Learning text-classification +2

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