artificial intelligence Articles

  • screenshot-of-content-language-settings-feature

    Feature spotlight: Advancing language settings for content on LinkedIn

    November 1, 2019

    Co-authors: Nanna Ericson and Tetyana Bruevich   Over the last few years, LinkedIn has rolled out several features that provide instant translation of feed content, enabling members to experience content in their own interface language. The interface language is set by default to be the same as the browser language the member is using when signing up for...

  • high-level-system-architecture

    Fairness, Privacy, and Transparency by Design in AI/ML Systems

    July 26, 2019

    Co-authors: Stuart Ambler, Ahsan Chudhary, Mark Dietz, Sahin Cem Geyik, Krishnaram Kenthapadi, Ian Koeppe, Varun Mithal, Guillaume Saint-Jacques, Amir Sepehri, Thanh Tran, and Sriram Vasudevan Editor’s note: A shorter version of this article was originally posted by Krishnaram Kenthapadi on LinkedIn. Introduction How do we take fairness and transparency into...

  • 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...

    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...

  • intent-classifier-illustration

    How Natural Language Processing Helps LinkedIn Members Get ...

    April 30, 2019

    As members explore the many products of LinkedIn, including the feed, homepage, Learning, Recruiter, and Sales Navigator, to name a...

  • 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...