NeurIPS24 - Perception of Knowledge Boundaries for LLMs via Semi-open-ended Question Answering
This repository contains code for generating semi-open-ended questions and answers using GPT-4. Additionally, we provide the questions and answers obtained from our experiments, along with their corresponding labels.
Please use the data in this package with caution, as the contents are AI-generated and may contain inaccuracies. We strongly recommend that you carefully verify the truthfulness of each answer before accepting it.
Please cite our paper if it helps🤗.
@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}
}