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Modeling Discriminative Representations for Out-of-Domain Detection with Supervised Contrastive Learning

Zhiyuan Zeng, Keqing He, Yuanmeng Yan, Zijun Liu, Yanan Wu, Hong Xu, Huixing Jiang, Weiran Xu

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Abstract

Zhiyuan Zeng, Keqing He, Yuanmeng Yan, Zijun Liu, Yanan Wu, Hong Xu, Huixing Jiang, Weiran Xu. Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 2: Short Papers). 2021.

Topics & Concepts

Discriminative modelNatural language processingComputer scienceArtificial intelligenceComputational linguisticsDomain (mathematical analysis)Joint (building)LinguisticsEngineeringMathematicsPhilosophyArchitectural engineeringMathematical analysisTopic ModelingDomain Adaptation and Few-Shot LearningMultimodal Machine Learning Applications