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Attention-Based Convolutional Neural Networks for Sentence Classification
- Published 2016 in INTERSPEECH
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)