awesome-text-classification
A curated list of awesome text classification models tutorials, projects and communities.
Please feel free to pull requests to add links.
Table of Contents
Papers and Implementations
- Baselines and Bigrams: Simple, Good Sentiment and Topic Classification (2012), Wang, Sida, and Christopher D. Manning.[pdf]
- A Convolutional Neural Network for Modelling Sentences (2014), Kalchbrenner, Nal, Edward Grefenstette, and Phil Blunsom.[pdf]
- Character-level Convolutional Networks for Text Classification (2015), Zhang, Xiang, Junbo Zhao, and Yann LeCun.[pdf]
- Very Deep Convolutional Networks for Text Classification (2017), Conneau, Alexis, et al.[pdf]
- Skip-thought vectors (2015), Kiros, Ryan, et al.[pdf]
- Text Understanding from Scratch (2015), Zhang, Xiang, and Yann LeCun.[pdf]
- Bag of Tricks for Efficient Text Classification (2016), Joulin, Armand, et al.[pdf]
- FastText.zip: Compressing Text Classification Models (2017), Joulin, Armand, et al.[pdf]
Datasets
Articles
