Is Fine-tuning Needed? Pre-trained Language Models Are Near Perfect for Out-of-Domain Detection

Rheeya Uppaal, Junjie Hu, Yixuan Li. Is Fine-tuning Needed? Pre-trained Language Models Are Near Perfect for Out-of-Domain Detection. In Anna Rogers, Jordan L. Boyd-Graber, Naoaki Okazaki, editors, Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2023, Toronto, Canada, July 9-14, 2023. pages 12813-12832, Association for Computational Linguistics, 2023. [doi]

Abstract

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