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Automated L2 Proficiency Scoring: Weak Supervision, Large Language Models, and Statistical Guarantees

Aitor Arronte Alvarez, Naiyi Xie Fincham. Automated L2 Proficiency Scoring: Weak Supervision, Large Language Models, and Statistical Guarantees. In Ekaterina Kochmar, Bashar Alhafni, Marie Bexte, Jill Burstein, Andrea Horbach, Ronja Laarmann-Quante, Anaïs Tack, Victoria Yaneva, Zheng Yuan 0003, editors, Proceedings of the 20th Workshop on Innovative Use of NLP for Building Educational Applications, BEA 2025, Vienna, Austria, July 31 - August 1, 2025. pages 384-397, Association for Computational Linguistics, 2025. [doi]

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Aitor Arronte Alvarez

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Naiyi Xie Fincham

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