This repository collects 100 must-read natural language processing papers compiled by Masato Hagiwara. The list covers foundational ML topics like CRF, co-training, and NLP model evaluation, as well as neural approaches and core NLP tasks. It is maintained as a community resource with open contributions via pull requests and issues.