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Events for December 09, 2016

  • NL Seminar-Multimodal Machine Comprehension: Tasks and Approaches

    Fri, Dec 09, 2016 @ 03:00 PM - 04:00 PM

    Information Sciences Institute

    Conferences, Lectures, & Seminars

    Speaker: Radi Soricut, Google

    Talk Title: Multimodal Machine Comprehension: Tasks and Approaches

    Series: Natural Language Seminar

    Abstract: The ability of computer models to achieve genuine understanding of information as presented to humans (text, images, etc) is a long-standing goal of Artificial Intelligence. Along the way towards this goal, the research community has proposed solving tasks such as machine reading comprehension and computer image understanding. In this talk, we introduce two new tasks that can help us move closer to the goal. First, we present a multi-choice reading comprehension task, for which the goal is to understand a text passage and choose the correct summarizing sentence from among several options. Second, we present a multi-modal understanding task, posed as a combined vision-language comprehension challenge: identifying the most suitable text describing a visual scene, given several similar options. We present several baseline and competitive learning approaches based on neural network architectures, illustrating the utility of the proposed tasks in advancing both image and language comprehension. We also present human evaluation results, which inform a performance upper-bound on these tasks, and quantify the remaining gap between computer systems and human performance (spoiler alert: we are not there yet).

    Biography: Radu Soricut is a Staff Research Scientist in the Research and Machine Intelligence group at Google. Radu has a PhD in Computer Science from University of Southern California, and has been with Google since 2012. His main areas of interest are natural language understanding, multilingual processing, natural language generation (from multimodal inputs), and general machine learning techniques for solving these problems. Radu has published extensively in these areas in top-tier peer-reviewed conferences and journals, and has won the Best Paper Award at the North American Association for Computational Linguistics Conference (NAACL) in 2015. Radu's current project looks at bridging natural language understanding and generation using neural techniques, in the context of Google's focus on making natural language an effective way of interacting with the world and the technology around us.

    Host: Xing Shi and Kevin Knight

    More Info: http://nlg.isi.edu/nl-seminar/

    Location: Information Science Institute (ISI) - 11th Flr Conf Rm # 1135, Marina Del Rey

    Audiences: Everyone Is Invited

    Contact: Peter Zamar

    Event Link: http://nlg.isi.edu/nl-seminar/

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  • USC Viterbi - Axilor Entrepreneurship & Innovation Lecture Series in India

    Fri, Dec 09, 2016 @ 04:00 PM - 07:00 PM

    USC Viterbi School of Engineering, Viterbi School of Engineering Alumni

    Receptions & Special Events


    Topics and Speakers:

    Avata Intelligence: A Startup Using AI And Computational Game Theory
    Dr. Milind Tambe, Co-Founder Avata Intelligence, Helen N. & Emmett H. Jones Professor in Engineering, USC Viterbi School of Engineering

    Frugal Innovation and Entrepreneurship For The 80%
    Radha Basu, CEO, iMerit Technologies, Dean's Professor and Director - Frugal Innovation Lab, Santa Clara University

    How Indian Teenage Girls Won Over Silicon Valley?
    Dr.Tara Chklovski, Founder and CEO, Iridescent and Team

    The 10 Big Indian Healthcare Challenges That Deep-Science Can Solve
    Dr. Taslimarif Saiyed, Director at Centre for Cellular and Molecular Platforms, NCBS-TIFR

    Can Customer-led Innovation Work For Your Product?: The Trooya Case
    Dr. Ranjit Nair, CEO Germin8 Solutions

    Seating is limited and registration will close when we reach capacity
    For more information please write to Sudha Kumar at sudhakumar@gapp.usc.edu


    Location: Magnolia, ITC Sheraton Gardenia #1, Residency Road Bengaluru, 560025 India

    Audiences: USC Alumni

    Contact: James Morse

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