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Convolutional Neural Networks for Sentence Classification

Convolutional Neural Networks for Sentence Classification

emnlp2014.org

Convolutional Neural Networks for Sentence Classication Yoon Kim New York University yhk255@nyu.edu Abstract We report on a series of experiments with convolutional neural networks (CNN) trained on top of pre-trained word vec-tors for sentence-level classication tasks. We show that a simple CNN with lit-tle hyperparameter tuning and static vec-

  Network, Classification, Sentences, Neural, Convolutional, Convolutional neural networks for sentence, Convolutional neural networks, Convolutional neural networks for sentence classification, For sentence

arXiv:1408.5882v2 [cs.CL] 3 Sep 2014

arXiv:1408.5882v2 [cs.CL] 3 Sep 2014

arxiv.org

Convolutional Neural Networks for Sentence Classification Yoon Kim New York University yhk255@nyu.edu Abstract We report on a series of experiments with convolutional neural networks (CNN) trained on top of pre-trained word vec-tors for sentence-level classification tasks. We show that a simple CNN with lit-tle hyperparameter tuning and ...

  Network, Sentences, Neural, Convolutional, Convolutional neural networks for sentence, Convolutional neural networks, For sentence

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Convolutional Neural Networks for Sentence Classification, Convolutional Neural Networks for Sentence, Convolutional neural networks, For sentence