Seok Hyeon Cho, Junhyeok Choi, Sangeun Ji, Sung Won Han. AIDA at BEA 2026 Shared Task 1: A Two-Stage Framework for L1-Aware Vocabulary Difficulty Prediction with Representation Diversity and Residual Calibration. In Ekaterina Kochmar, Bashar Alhafni, Stefano Bannò, Marie Bexte, Jill Burstein, Andrea Horbach, Ronja Laarmann-Quante, Anais Tack, Victoria Yaneva, Zheng Yuan 0003, editors, Proceedings of the 21st Workshop on Innovative Use of NLP for Building Educational Applications, BEA 2026, San Diego, California, USA, July 3-4, 2026. pages 1029-1040, Association for Computational Linguistics, 2026. [doi]
Abstract is missing.