This is an introduction to Character-Based Convolutional Neural Networks for text classification. I propose the implementation of this paper: https://arxiv.org/pdf/1509.01626.pdf PyTorch code and trained french sentiment analysis model(s) are on my Github: https://github.com/ahmedbesbes/character-based-cnn Want to see a cool application using this model: https://medium.com/@ahmedbesbes/end-to-end-machine-learning-from-data-collection-to-deployment-ce74f51ca203 Happy to welcome any pull request! Comments and questions are welcome. Follow me at: - Medium: https://medium.com/@ahmedbesbes - My blog: https://ahmedbesbes.com - Twitter: https://twitter.com/ahmed_besbes_ - Github: https://github.com/ahmedbesbes - Linkedin: https://www.linkedin.com/in/ahmed-besbes-99a91661/ and consider subscribing to this channel for more content.