Sample-Efficient Human Evaluation of Large Language Models via Maximum Discrepancy Competition

Kehua Feng, Keyan Ding, Tan Hongzhi, Kede Ma, Zhihua Wang, Shuangquan Guo, Cheng Yuzhou, Ge Sun, Guozhou Zheng, Qiang Zhang, Huajun Chen. Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2025.

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Publication Details

Published
2025-01-01
DOI
https://doi.org/10.18653/v1/2025.acl-long.535
Citations
2
Primary Topic
Machine Learning in Healthcare
Type
article
Field-Weighted Citation Impact
4.96

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article

Sample-Efficient Human Evaluation of Large Language Models via Maximum Discrepancy Competition

Kede Ma, Keyan Ding, Ge Sun, Guochen Zheng et al.
2 citations
Machine Learning in Healthcare
4.96
article

Sample-Efficient Human Evaluation of Large Language Models via Maximum Discrepancy Competition

Kede Ma, Keyan Ding, Ge Sun, Guochen Zheng, Zhihua Wang, Qiang Zhang, Shuai Guo, Kehua Feng, Huajun Chen, Tan Hongzhi, Cheng Yuzhou
article en
2 citations

Abstract

Kehua Feng, Keyan Ding, Tan Hongzhi, Kede Ma, Zhihua Wang, Shuangquan Guo, Cheng Yuzhou, Ge Sun, Guozhou Zheng, Qiang Zhang, Huajun Chen. Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2025.

National Natural Science Foundation of China
Reduced inequalities
Openalex Percentile: Top 5%
Machine Learning in Healthcare
4.96
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