Are Large Language Models Good at Utility Judgments?

Author:

Zhang Hengran1ORCID,Zhang Ruqing1ORCID,Guo Jiafeng1ORCID,de Rijke Maarten2ORCID,Fan Yixing1ORCID,Cheng Xueqi1ORCID

Affiliation:

1. CAS Key Lab of Network Data Science and Technology, ICT, CAS & University of Chinese Academy of Sciences, Beijing, China

2. University of Amsterdam, Amsterdam, Netherlands

Funder

Youth Innovation Promotion Association CAS

Strategic Priority Research Program of the CAS

LESSEN

FINDHR

Lenovo-CAS Joint Lab Youth Scientist Project

National Key Research and Development Program of China

National Natural Science Foundation of China (NSFC)

10-year

Publisher

ACM

Reference55 articles.

1. Ahmad Aghaebrahimian. 2018. Linguistically-based Deep Unstructured Question Answering. CoNLL 433--443.

2. Wei-Lin Chiang, Zhuohan Li, Zi Lin, Ying Sheng, Zhanghao Wu, Hao Zhang, Lianmin Zheng, Siyuan Zhuang, Yonghao Zhuang, Joseph E. Gonzalez, Ion Stoica, and Eric P. Xing. 2023. Vicuna: An Open-Source Chatbot Impressing GPT-4 with ChatGPT Quality. https://vicuna.lmsys.org (Accessed 14 April 2023).

3. Nick Craswell. 2009. Mean Reciprocal Rank. Encyclopedia of Database Systems 1703 (2009).

4. Guglielmo Faggioli, Laura Dietz, Charles LA Clarke, Gianluca Demartini, Matthias Hagen, Claudia Hauff, Noriko Kando, Evangelos Kanoulas, Martin Potthast, Benno Stein, et al. 2023. Perspectives on Large Language Models for Relevance Judgment. In SIGIR. 39--50.

5. Run-Ze Fan, Yixing Fan, Jiangui Chen, Jiafeng Guo, Ruqing Zhang, and Xueqi Cheng. 2024. RIGHT: Retrieval-Augmented Generation for Mainstream Hashtag Recommendation. In European Conference on Information Retrieval. Springer, 39--55.

Cited by 1 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Robust Information Retrieval;Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval;2024-07-10

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