Few-shot intent detection with self-supervised pretraining and prototype-aware attention
Shun Yang, Yajun Du, Xin Zheng, Xianyong Li, Xiaoliang Chen, Yanli Li, Chunzhi Xie
Topics & Concepts
OverfittingComputer scienceArtificial intelligenceEncoderConvolutional neural networkMachine learningClass (philosophy)Regularization (linguistics)Domain (mathematical analysis)SentencePattern recognition (psychology)Natural language processingArtificial neural networkOperating systemMathematical analysisMathematicsTopic ModelingDomain Adaptation and Few-Shot LearningAdversarial Robustness in Machine Learning