Here are some reading lists about NLP.
Specific data are stored in data/*.json, and specified lists could generated by tool/json2md.py in Markdown forms.
(see tools/README.md for more information.)
For the papers which are both on ARXIV and certain proceedings, mostly, the later one is recorded.