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Apr, 2023
低资源和不平衡数据集下的强大教育对话行为分类器
Robust Educational Dialogue Act Classifiers with Low-Resource and Imbalanced Datasets
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Jionghao Lin, Wei Tan, Ngoc Dang Nguyen, David Lang, Lan Du...
TL;DR
本文介绍了如何通过优化样本分布的方式,提高智能辅导系统中对话行为(DA)分类器的准确性和鲁棒性,通过大规模实验进行验证,取得了良好的结果。
Abstract
dialogue acts
(DAs) can represent conversational actions of tutors or students that take place during tutoring dialogues. Automating the identification of DAs in tutoring dialogues is significant to the design of dialogue-based
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