Papers by Ruiling Xu
BiasAlert: A Plug-and-play Tool for Social Bias Detection in LLMs (2024.emnlp-main)
Copied to clipboard
| Challenge: | Existing evaluation approaches rely on fixed-form outputs and cannot adapt to flexible open-text generation scenarios. |
| Approach: | They propose a plug-and-play tool to detect social bias in open-text LLMs. |
| Outcome: | Extensive experiments show that BiasAlert outperforms state-of-the-art methods in detecting bias in open-text generation scenarios. |