Practical materials

Text Mining with R - A Tidy Approach

Julia Silge and David Robinson
This book covers fundamental knowledge of NLP for tidyverse users, covering topic modeling, sentiment analysis etc. Period: 2018 July - 2018 August
Bookdown: https://www.tidytextmining.com/

Real World Natural Language Processing

Manning Online LiveBook for NLP Python book by Masato Hagiwara
Manning Livebook: https://livebook.manning.com/book/real-world-natural-language-processing/welcome/v-3/

Web materials

Stanford cs224n - Deep learning for NLP

Web: http://web.stanford.edu/class/cs224n/index.html

Microsoft NLP

NLP Best practices Repo: https://github.com/kojimizu/nlp-recipes

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Theorecial materials

Paper summary

Repository: https://github.com/kojimizu/nlp-library

ISM

NLP Recent development

http://chasen.org/~daiti-m/paper/MLwakate-2018-nlp.pdf

Topic model introduction

by Motohashi-san (Institute of Statistical Mathematics)
https://www.ism.ac.jp/~daichi/lectures/H24-TopicModel/

Graham Neubig NLP Tutorial

Slide deck in teaching (toturial) page.
http://phontron.com/teaching.php

NLP100 Knock

http://www.cl.ecei.tohoku.ac.jp/nlp100/
R Solutions - https://rpubs.com/yamano357/

Others

NAIST study guide

http://cl.sd.tmu.ac.jp/prospective/prerequisite