Attention-Based Convolutional Neural Networks for Sentence Classification

Abstract

Sentence classification is one of the foundational tasks in spoken language understanding (SLU) and natural language processing (NLP). In this paper we propose a novel convolutional neural network (CNN) with attention mechanism to improve the performance of sentence classification. In traditional CNN, it is not easy to encode long term contextual… (More)
DOI: 10.21437/Interspeech.2016-354

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