Are Pre-trained Transformers Robust in Intent Classification? A Missing Ingredient in Evaluation of Out-of-Scope Intent Detection

Are Pre-trained Transformers Robust in Intent Classification? A Missing Ingredient in Evaluation of Out-of-Scope Intent Detection Jianguo Zhang author Kazuma Hashimoto author Yao Wan author Zhiwei Liu author Ye Liu author Caiming Xiong author Philip Yu author 2022-05 text Proceedings of the 4th Workshop on NLP for Conversational AI Bing Liu editor Alexandros Papangelis editor Stefan Ultes editor Abhinav Rastogi editor Yun-Nung Chen editor Georgios Spithourakis editor Elnaz Nouri editor Weiyan Shi editor Association for Computational Linguistics Dublin, Ireland conference publication zhang-etal-2022-pre-trained 10.18653/v1/2022.nlp4convai-1.2 https://aclanthology.org/2022.nlp4convai-1.2/ 2022-05 12 20