artificial intelligence Articles

  • FollowFeed-architecture

    Community-Focused Feed Optimization

    June 25, 2019

    Co-authors: Ali Mohamed and Zheng Li   LinkedIn’s feed stands at the center of building global professional knowledge-sharing communities for our members. Members talk about their career stories, job openings, and ideas in a variety of formats, including links, video, text, images, documents, and long-form articles. Members participate in conversations in two...

  • post-example-screenshot

    Communities AI: Building Communities Around Interests on LinkedIn

    June 24, 2019

    At LinkedIn, our mission is to connect the world’s professionals to make them more productive and successful. Part of the way we achieve this goal is by providing a platform where communities connected by common interests or shared experiences can form. Several features—for instance, Groups—help foster the growth of these communities. However, an integral tool...

  • intent-classifier-illustration

    How Natural Language Processing Helps LinkedIn Members Get Support Easily

    April 30, 2019

    As members explore the many products of LinkedIn, including the feed, homepage, Learning, Recruiter, and Sales Navigator, to name a few, they often experience new exciting features, which, from time to time, may lead to questions around use. To help our members and deliver the assistance they need, we use deep learning-powered Natural Language Processing (NLP)...

  • talentai1

    The AI Behind LinkedIn Recruiter Search and Recommendation ...

    April 22, 2019

    Co-authors: Qi Guo, Sahin Cem Geyik, Cagri Ozcaglar, Ketan Thakkar, Nadeem Anjum, and Krishnaram Kenthapadi   LinkedIn Talent...

  • jobsai1

    Learning Hiring Preferences: The AI Behind LinkedIn Jobs

    February 12, 2019

    Co-authors: Benjamin McCann and Nadeem Anjum   Last June, we introduced Recommended Matches: candidate recommendations for your open...

  • feature7

    Trends in AI: NeurIPS 2018

    January 16, 2019

    Co-authors: Gungor Polatkan and Romer Rosales   In December, we attended the artificial intelligence and machine learning conference...