artificial intelligence Articles

  • 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 NeurIPS 2018 in Montreal, Canada. In this post, we share our personal observations from the event, explain the trends in artificial intelligence research, and provide an overview of specific hot topics in addressing the problems in...

  • 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) knowledge is being disseminated and the rate of change in applied AI technologies show no signs of slowing down. Today’s software engineers are increasingly learning machine learning (ML) strategies as undergraduate students, and...

  • 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 LinkedIn, celebrating the group’s 17-month anniversary   Co-authors: Qi He and Jaewon Yang   For the past 17 months, a group of roughly 20 people of different ages, genders, and backgrounds have been meeting every Friday in...

  • talentsearch3

    Building Representative Talent Search at LinkedIn

    October 10, 2018

    Co-authors: Sahin Cem Geyik and Krishnaram Kenthapadi   Introduction: Building products that create opportunity Motivated by LinkedIn’...

  • ai3

    An Introduction to AI at LinkedIn

    October 9, 2018

    Editor’s note: The use of AI in LinkedIn products has been the subject of multiple press articles and research papers (some...

  • ai-academy-1

    The AI Academy: How We’re Scaling AI Across LinkedIn

    May 16, 2018

    At LinkedIn, we like to say that artificial intelligence (AI) is like oxygen—it’s present in every product that we build and in every...