nlp-roadmap
is Natural Language Processing
ROADMAP(Mind Map) and KEYWORD for students those who have interest in learning Natural Language Processing. The roadmap covers the materials from basic probability/statistics to SOTA NLP models.
Everyone can contribute to the repository. Contributions can range fixing typos to giving different perspectives on the materials. I welcome your contribution under the identical contribution guide of kamranahmedse/developer-roadmap.
[1] ratsgo's blog for textmining, ratsgo/ratsgo.github.io
[2] (한국어) 텍스트 마이닝을 위한 공부거리들, lovit/textmining-tutorial
[3] Christopher Bishop(2006). Pattern Recognition and Machine Learning
[4] Young, T., Hazarika, D., Poria, S., & Cambria, E. (2017). Recent Trends in Deep Learning Based Natural Language Processing. arXiv preprint arXiv:1708.02709.
[5] curated collection of papers for the nlp practitioner, mihail911/nlp-library
Acknowledgement to ratsgo, lovit for creating great posts and lectures.
The class is licensed under the MIT License:
Copyright © 2019 Tae-Hwan Jung.