Beyond Human Labels: A Multi-Linguistic Auto-Generated Benchmark for Evaluating Large Language Models on Resume Parsing

Zijian Ling, Han Zhang 0027, Jiahao Cui, Zhequn Wu, Xu Sun 0002, Guohao Li, Xiangjian He. Beyond Human Labels: A Multi-Linguistic Auto-Generated Benchmark for Evaluating Large Language Models on Resume Parsing. In Christos Christodoulopoulos 0001, Tanmoy Chakraborty 0002, Carolyn Rose, Violet Peng, editors, Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, EMNLP 2025, Suzhou, China, November 4-9, 2025. pages 31919-31945, Association for Computational Linguistics, 2025. [doi]

Authors

Zijian Ling

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Han Zhang 0027

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Jiahao Cui

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Zhequn Wu

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Xu Sun 0002

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Guohao Li

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Xiangjian He

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