Improving Classification of Infrequent Cognitive Distortions: Domain-Specific Model vs. Data Augmentation

Xiruo Ding, Kevin Lybarger, Justin Tauscher, Trevor Cohen. Improving Classification of Infrequent Cognitive Distortions: Domain-Specific Model vs. Data Augmentation. In Daphne Ippolito, Liunian Harold Li, Maria Leonor Pacheco, Danqi Chen, Nianwen Xue, editors, Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Student Research Workshop, NAACL-HLT 2022, Hybrid Event / Seattle, WA, USA, July 10-15, 2022. pages 68-75, Association for Computational Linguistics, 2022. [doi]

Abstract

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