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Few-Shot Intent Detection via Contrastive Pre-Training and Fine-Tuning

Jianguo Zhang, Trung Bui, Seunghyun Yoon, Xiang Chen, Zhiwei Liu, Congying Xia, Quan Hung Tran, Walter Chang, Philip S. Yu

2021Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing69 citationsDOIOpen Access PDF

Abstract

Jianguo Zhang, Trung Bui, Seunghyun Yoon, Xiang Chen, Zhiwei Liu, Congying Xia, Quan Hung Tran, Walter Chang, Philip Yu. Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing. 2021.

Topics & Concepts

Computer scienceTraining (meteorology)ZhàngArtificial intelligenceShot (pellet)Natural language processingHistoryGeographyChinaArchaeologyChemistryMeteorologyOrganic chemistryDomain Adaptation and Few-Shot LearningTopic ModelingSpeech Recognition and Synthesis
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