2018 · 233 citations · 23 references
ComputingComputer ScienceComputational LinguisticsMachine LearningNatural Language ProcessingDialogue SystemsMeta-learningMetric LearningOpinion MiningSentiment AnalysisFew-shot ClassificationFew-shot LearningIntent ClassificationMeta-trainingMetric-based Meta-learningOptimization-based Meta-learningPredictive PerformanceTask Variance
Mo Yu, Xiaoxiao Guo, Jinfeng Yi, Shiyu Chang, Saloni Potdar, Yu Cheng, Gerald Tesauro, Haoyu Wang, Bowen Zhou. Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long Papers). 2018.
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Convolutional Neural Networks for Sentence Classification
On Spectral Clustering: Analysis and an algorithm
Andrew Y. Ng, Michael I. Jordan, Yair Weiss · 2001 · 7.8K citations
Prototypical Networks for Few-shot Learning
Jake Snell, Kevin Swersky, Richard S. Zemel · arXiv (Cornell University) · 2017 · 5.2K citations · Full text