LLM4IR-Bias

The official repository of the paper "LLMs may Dominate Information Access: Neural Retrievers are Biased Towards LLM-Generated Texts". [arXiv]

The proposed two benchmarks and the experimental codes will be available later.

Citation

@article{dai2023llms,
  title={Llms may dominate information access: Neural retrievers are biased towards llm-generated texts},
  author={Dai, Sunhao and Zhou, Yuqi and Pang, Liang and Liu, Weihao and Hu, Xiaolin and Liu, Yong and Zhang, Xiao and Xu, Jun},
  journal={arXiv preprint arXiv:2310.20501},
  year={2023}
}