artificial intelligence Articles

  • 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 Systems

    April 22, 2019

    Co-authors: Qi Guo, Sahin Cem Geyik, Cagri Ozcaglar, Ketan Thakkar, Nadeem Anjum, and Krishnaram Kenthapadi   LinkedIn Talent Solutions serves as a marketplace for employers to reach out to potential candidates and for job seekers to find career opportunities. A key mechanism to help achieve these goals is the LinkedIn Recruiter product, which helps recruiters...

  • 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 job posting that get more targeted over time based on your feedback. We're now rolling out this feature globally alongside an updated version of the algorithm powering it. This new algorithm, which is used throughout the Jobs...

  • 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...

  • proml1

    Scaling Machine Learning Productivity at LinkedIn

    January 3, 2019

    Co-authors: Joel Young, Bee-Chung Chen, Bo Long, Marius Seritan, and Priyanka Gariba   The rate at which artificial intelligence (AI)...

  • readinggroup1

    Lessons from 1.5 Years of our AI & Data Reading Group

    December 3, 2018

    Group photo of the reading group for Data Standardization, Knowledge Graphs, Natural Language Understanding, and Conversational AI at...