Amazing technological breakthrough possible @S-Logix

Office Address

  • #5, First Floor, 4th Street Dr. Subbarayan Nagar Kodambakkam, Chennai-600 024 Landmark : Samiyar Madam
  • +91- 81240 01111

Social List

Character-level Convolutional Networks for Text Classification - 2015

Character-Level Convolutional Networks For Text Classification

Research Area:  Machine Learning


This article offers an empirical exploration on the use of character-level convolutional networks (ConvNets) for text classification. We constructed several large-scale datasets to show that character-level convolutional networks could achieve state-of-the-art or competitive results. Comparisons are offered against traditional models such as bag of words, n-grams and their TFIDF variants, and deep learning models such as word-based ConvNets and recurrent neural networks.


Author(s) Name:  Xiang Zhang, Junbo Zhao, Yann LeCun

Journal name:  Computer Science

Conferrence name:  

Publisher name:  arXiv:1509.01626

DOI:  10.48550/arXiv.1509.01626

Volume Information: