base on Papers from the computer science community to read and discuss. ##  [](https://discord.gg/Tu2VynkRWV) **Papers We Love** (*PWL*) is a community built around reading, discussing and learning more about academic computer science papers. This repository serves as a directory of some of the best papers the community can find, bringing together documents scattered across the web. You can also visit the [Papers We Love site](http://paperswelove.org/) for more info. Due to [licenses](https://github.com/papers-we-love/papers-we-love/blob/master/.github/CONTRIBUTING.md#respect-content-licenses) we cannot always host the papers themselves (when we do, you will see a :scroll: emoji next to its title in the directory README) but we can provide links to their locations. If you enjoy the papers, perhaps stop by a local chapter meetup and join in on the vibrant discussions around them. You can also discuss *PWL* events, the content in this repository, and/or anything related to *PWL* on our [Discord](https://discord.gg/Tu2VynkRWV) server. ### Chapters Let us know if you are interested in [starting one](https://github.com/papers-we-love/organizers) in your city! All of our meetups follow our [Code of Conduct](CODE_OF_CONDUCT.md). ### Past Presentations Check out our [YouTube](https://www.youtube.com/user/PapersWeLove) channel for videos and video playlists. ## Info We're looking for pull requests related to papers we should add, better organization of the papers we do have, and/or links to other paper-repos we should point to. ### Other Good Places to Find Papers * [2 Minute Papers](https://www.youtube.com/user/keeroyz) * [Bell System Technical Journal, 1922-1983](https://www.bell-labs.com/our-research/technical-journal/) * [Best Paper Awards in Computer Science](http://jeffhuang.com/best_paper_awards.html) * [Facebook](https://research.facebook.com/publications/) * [Google Scholar](http://scholar.google.com/citations?view_op=top_venues&hl=en&vq=eng) (choose a subcategory) * [Microsoft Research](https://www.microsoft.com/en-us/research/publications/) * [Functional Programming Books Review](http://alexott.net/en/fp/books/) * [MIT's Artificial Intelligence Lab Publications](http://dspace.mit.edu/handle/1721.1/39813) * [MIT's Distributed System's Reading Group](http://dsrg.pdos.csail.mit.edu/) * [arXiv Paper Repository](http://arxiv.org/) * [SciRate](https://scirate.com/) * [cat-v.org](http://doc.cat-v.org/) * [y-archive](http://yarchive.net/comp/index.html) * [netlib](http://www.netlib.org/) * [Services Engineering Reading List](https://github.com/mmcgrana/services-engineering) * [Readings in Distributed Systems](http://christophermeiklejohn.com/distributed/systems/2013/07/12/readings-in-distributed-systems.html) * [Gradual Typing Bibliography](http://samth.github.io/gradual-typing-bib/) * [Security Data Science Papers](http://www.covert.io/the-definitive-security-datascience-and-machinelearning-guide/) * [Research Papers from Robert Harper, Carnegie Mellon University](https://www.cs.cmu.edu/~rwh/papers/index.html) * [Lobste.rs tagged as PDF](https://lobste.rs/t/pdf) * [The Morning Paper](http://blog.acolyer.org/) * [eugeneyan/applied-ml GitHub repository](https://github.com/eugeneyan/applied-ml) Please check out our [wiki-page](https://github.com/papers-we-love/papers-we-love/wiki/Other-Good-Sources-of-Reading-Material) for links to blogs, books, exchanges that are worth a good read. ### How To Read a Paper Reading a paper is not the same as reading a blogpost or a novel. Here are a few handy resources to help you get started. * [How to read an academic article](http://organizationsandmarkets.com/2010/08/31/how-to-read-an-academic-article/) * [Advice on reading academic papers](https://userpages.umbc.edu/~akmassey/posts/2012-02-15-advice-on-reading-academic-papers.html) * [How to read and understand a scientific paper](http://violentmetaphors.com/2013/08/25/how-to-read-and-understand-a-scientific-paper-2/) * [Should I Read Papers?](http://michaelrbernste.in/2014/10/21/should-i-read-papers.html) * [The Refreshingly Rewarding Realm of Research Papers](https://www.youtube.com/watch?v=8eRx5Wo3xYA) * [How to read a paper](http://ccr.sigcomm.org/online/files/p83-keshavA.pdf) ### Applications/Ideas built around Papers We Love * Love a Paper - [@loveapaper](https://twitter.com/loveapaper) ### Download papers Open your favourite terminal and run: ```bash $ ./scripts/download.sh ``` This will scrape markdown files for links to PDFs and download papers to their respective directories. See [README.md](./scripts/README.md) for more options. ## Contributing Guidelines Please take a look at our [CONTRIBUTING.md](https://github.com/papers-we-love/papers-we-love/blob/master/.github/CONTRIBUTING.md) file. ## Copyright The name "Papers We Love" and the logos for the organization are copyrighted, and under the ownership of Papers We Love Ltd, all rights reserved. When starting a chapter, please review [our guidelines](https://github.com/papers-we-love/papers-we-love/wiki/Creating-a-PWL-chapter) and ask us about using the logo. ", Assign "at most 3 tags" to the expected json: {"id":"6294","tags":[]} "only from the tags list I provide: [{"id":77,"name":"3d"},{"id":89,"name":"agent"},{"id":17,"name":"ai"},{"id":54,"name":"algorithm"},{"id":24,"name":"api"},{"id":44,"name":"authentication"},{"id":3,"name":"aws"},{"id":27,"name":"backend"},{"id":60,"name":"benchmark"},{"id":72,"name":"best-practices"},{"id":39,"name":"bitcoin"},{"id":37,"name":"blockchain"},{"id":1,"name":"blog"},{"id":45,"name":"bundler"},{"id":58,"name":"cache"},{"id":21,"name":"chat"},{"id":49,"name":"cicd"},{"id":4,"name":"cli"},{"id":64,"name":"cloud-native"},{"id":48,"name":"cms"},{"id":61,"name":"compiler"},{"id":68,"name":"containerization"},{"id":92,"name":"crm"},{"id":34,"name":"data"},{"id":47,"name":"database"},{"id":8,"name":"declarative-gui "},{"id":9,"name":"deploy-tool"},{"id":53,"name":"desktop-app"},{"id":6,"name":"dev-exp-lib"},{"id":59,"name":"dev-tool"},{"id":13,"name":"ecommerce"},{"id":26,"name":"editor"},{"id":66,"name":"emulator"},{"id":62,"name":"filesystem"},{"id":80,"name":"finance"},{"id":15,"name":"firmware"},{"id":73,"name":"for-fun"},{"id":2,"name":"framework"},{"id":11,"name":"frontend"},{"id":22,"name":"game"},{"id":81,"name":"game-engine "},{"id":23,"name":"graphql"},{"id":84,"name":"gui"},{"id":91,"name":"http"},{"id":5,"name":"http-client"},{"id":51,"name":"iac"},{"id":30,"name":"ide"},{"id":78,"name":"iot"},{"id":40,"name":"json"},{"id":83,"name":"julian"},{"id":38,"name":"k8s"},{"id":31,"name":"language"},{"id":10,"name":"learning-resource"},{"id":33,"name":"lib"},{"id":41,"name":"linter"},{"id":28,"name":"lms"},{"id":16,"name":"logging"},{"id":76,"name":"low-code"},{"id":90,"name":"message-queue"},{"id":42,"name":"mobile-app"},{"id":18,"name":"monitoring"},{"id":36,"name":"networking"},{"id":7,"name":"node-version"},{"id":55,"name":"nosql"},{"id":57,"name":"observability"},{"id":46,"name":"orm"},{"id":52,"name":"os"},{"id":14,"name":"parser"},{"id":74,"name":"react"},{"id":82,"name":"real-time"},{"id":56,"name":"robot"},{"id":65,"name":"runtime"},{"id":32,"name":"sdk"},{"id":71,"name":"search"},{"id":63,"name":"secrets"},{"id":25,"name":"security"},{"id":85,"name":"server"},{"id":86,"name":"serverless"},{"id":70,"name":"storage"},{"id":75,"name":"system-design"},{"id":79,"name":"terminal"},{"id":29,"name":"testing"},{"id":12,"name":"ui"},{"id":50,"name":"ux"},{"id":88,"name":"video"},{"id":20,"name":"web-app"},{"id":35,"name":"web-server"},{"id":43,"name":"webassembly"},{"id":69,"name":"workflow"},{"id":87,"name":"yaml"}]" returns me the "expected json"