Knowing What LLMs DO NOT Know: A Simple Yet Effective Self-Detection Method

Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT), pp. 7051–7063

Abstract

Yukun Zhao, Lingyong Yan, Weiwei Sun, Guoliang Xing, Chong Meng, Shuaiqiang Wang, Zhicong Cheng, Zhaochun Ren, Dawei Yin. Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers). 2024.

Authors 9

1. Yukun Zhao

   Shandong University · Baidu (China)

   Affiliation as printed

   Baidu Inc. , Beijing , China

   Shandong University , Qingdao , China

2. Lingyong Yan

   Baidu (China)

   Affiliation as printed

   Baidu Inc. , Beijing , China

3. Weiwei Sun

   Shandong University

   Affiliation as printed

   Shandong University , Qingdao , China

4. Guoliang Xing

   Baidu (China)

   Affiliation as printed

   Baidu Inc. , Beijing , China

5. Chong Meng

   Baidu (China)

   Affiliation as printed

   Baidu Inc. , Beijing , China

6. Shuaiqiang Wang

   Baidu (China)

   Affiliation as printed

   Baidu Inc. , Beijing , China

7. Zhicong Cheng

   Baidu (China)

   Affiliation as printed

   Baidu Inc. , Beijing , China

8. Zhaochun Ren Aachen

   Leiden University

   Affiliation as printed

   Leiden University , Leiden , The Netherlands

9. Dawei Yin

   Baidu (China)

   Affiliation as printed

   Baidu Inc. , Beijing , China