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INSIDE: LLMs' Internal States Retain the Power of Hallucination Detection (ICLR-2024)

  • This repository contains code for our paper INSIDE: LLMs' Internal States Retain the Power of Hallucination Detection Download paper here
  • If you have any question about our paper or code, please don't hesitate to contact with me chench@zju.edu.cn/ercong.cc@alibaba-inc.com, we will update our repository accordingly

Setup

Dataset

The dataset can be downloaded here ...

Requirements

Run the code

Use Eigensocre in your code

Citation

@article{chen2024inside,
title={INSIDE: LLMs' Internal States Retain the Power of Hallucination Detection},
author={Chen, Chao and Liu, Kai and Chen, Ze and Gu, Yi and Wu, Yue and Tao, Mingyuan and Fu, Zhihang and Ye, Jieping},
booktitle={The Twelfth International Conference on Learning Representations},
year={2024}

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