Ask-Before-Detection: Identifying and Mitigating Conformity Bias in LLM-Powered Error Detector for Math Word Problem Solutions

Hang Li, Tianlong Xu, Kaiqi Yang, Yucheng Chu, Yanling Chen, Yichi Song, Qingsong Wen, Hui Liu. 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.80
Primary Topic
Intelligent Tutoring Systems and Adaptive Learning
Type
article
Field-Weighted Citation Impact
0.00

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article

Ask-Before-Detection: Identifying and Mitigating Conformity Bias in LLM-Powered Error Detector for Math Word Problem Solutions

Tingfa Xu, Hui Liu, Qingsong Wen, Hang Li et al.
Intelligent Tutoring Systems and Adaptive Learning
article

Ask-Before-Detection: Identifying and Mitigating Conformity Bias in LLM-Powered Error Detector for Math Word Problem Solutions

Tingfa Xu, Hui Liu, Qingsong Wen, Hang Li, Yanling Chen, Y. Song, Y. P. Chu, Kaiqi Yang
article en

Abstract

Hang Li, Tianlong Xu, Kaiqi Yang, Yucheng Chu, Yanling Chen, Yichi Song, Qingsong Wen, Hui Liu. Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2025.

National Science Foundation, U.S. Department of Commerce, Bill and Melinda Gates Foundation, Michigan Department of Agriculture and Rural Development
Openalex Percentile: Top 90%
Intelligent Tutoring Systems and Adaptive Learning
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