CLMar 9, 2017
Deep Learning applied to NLP
arXiv:1703.03091v1176 citations
Originality Synthesis-oriented
AI Analysis
This is an incremental application of an existing method to a new domain (NLP).
The paper explores applying Convolutional Neural Networks (CNNs), traditionally used in computer vision, to natural language processing (NLP) problems, noting that this approach has yielded interesting results.
Convolutional Neural Network (CNNs) are typically associated with Computer Vision. CNNs are responsible for major breakthroughs in Image Classification and are the core of most Computer Vision systems today. More recently CNNs have been applied to problems in Natural Language Processing and gotten some interesting results. In this paper, we will try to explain the basics of CNNs, its different variations and how they have been applied to NLP.