Papers We Love is a community built around reading, discussing and learning more about academic computer science papers.

Papers we Love github repository serves as a directory of some of the best papers the community can find, bringing together documents scattered across the web. Due to licensing issues not all papers are hosted on github, but links are provided to their original locations. Apart from papers hosted on Github, it has some great resources elsewhere on the web where you could find quality computer science academic papers.
Here are few good blogposts that teach you how to read academic papers:

• How to read an academic article
• Advice on reading academic papers
• How to read and understand a scientific paper

Links:
Papers We Love Website
Papers we Love github repository
Find Papers We Love Search Website