# Perception of Knowledge Boundaries for LLMs via Semi-open-ended Question Answering

This repository contains code for generating semi-open-ended questions and  answers from GPT-4. Besides, we provide questions and answers we obtained in our experiments with corresponding labels.

Please carefully use the data in this package as they’re AI-generated contents that may contain hallucinations. We highly recommend you to carefully examine the truthfulness of each answer before accepting it.

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Please cite our paper if it helps🤗.

```json
@inproceedings{
wen2024perception,
title={Perception of Knowledge Boundary for Large Language Models through Semi-open-ended Question Answering},
author={Zhihua Wen, Zhiliang Tian, Zexin Jian, Zhen Huang, Pei Ke, Yifu Gao, Minlie Huang, and Dongsheng Li},
booktitle={The Thirty-eighth Annual Conference on Neural Information Processing Systems},
year={2024}
}
```

