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  • Apr
    1

    CS Colloquium - Antoine Bosselut - "Neuro-symbolic Representations for Commonsense Knowledge and Reasoning"

    Department of Computer Science

    12:00 PM Room 3514, Mudd Hall ( formerly Seeley G. Mudd Library)

    EVENT DETAILS

    https://northwestern.zoom.us/j/731930321
    Meeting ID: 731-930-321

    Title:
    Neuro-symbolic Representations for Commonsense Knowledge and Reasoning

    Abstract

    Situations described using natural language are richer than what humans explicitly communicate. For example, the sentence "She pumped her fist" connotes many potential auspicious causes. For machines to understand natural language, they must be able to reason about the commonsense inferences that underlie explicitly stated information. In this talk, I will present work on combining traditional symbolic knowledge and reasoning techniques with modern neural representations to endow machines with these capacities.

    First, I will describe COMET, an approach for learning commonsense knowledge about unlimited situations and concepts using transfer learning from language to knowledge. Second, I will demonstrate how these neural knowledge representations can dynamically construct symbolic graphs of contextual commonsense knowledge, and how these graphs can be used for interpretable, generalized reasoning. Finally, I will discuss current and future research directions on conceptualizing NLP as commonsense simulation, and the impact of this framing on challenging open-ended tasks such as story generation.

    Biography

    Antoine Bosselut is a PhD Student at the University of Washington advised by Professor Yejin Choi, and a student researcher at the Allen Institute for Artificial Intelligence. His research focuses on building systems for commonsense knowledge representation and reasoning that combine the strengths of modern neural and traditional symbolic methods. He was also a student researcher on the Deep Learning team at Microsoft Research from 2017 to 2018. He is supported by an AI2 Key Scientific Challenges award.

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    TIME Wednesday, April 1, 2020 at 12:00 PM - 1:00 PM

    LOCATION Room 3514, Mudd Hall ( formerly Seeley G. Mudd Library)    map it

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    CONTACT Pam Villalovoz    pmv@northwestern.edu EMAIL

    CALENDAR Department of Computer Science

  • May
    6

    CS Distinguished Seminar - Christos Papadimitriou

    Department of Computer Science

    12:00 PM 3514, Mudd Hall ( formerly Seeley G. Mudd Library)

    EVENT DETAILS

    TIME Wednesday, May 6, 2020 at 12:00 PM - 1:00 PM

    LOCATION 3514, Mudd Hall ( formerly Seeley G. Mudd Library)    map it

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    CONTACT Brianna White    brianna.mello@northwestern.edu EMAIL

    CALENDAR Department of Computer Science

  • May
    20

    CS+X Colloquium - Jian Mia

    Department of Computer Science

    12:00 PM 3514, Mudd Hall ( formerly Seeley G. Mudd Library)

    EVENT DETAILS

    TIME Wednesday, May 20, 2020 at 12:00 PM - 1:00 PM

    LOCATION 3514, Mudd Hall ( formerly Seeley G. Mudd Library)    map it

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    CONTACT Brianna White    brianna.mello@northwestern.edu EMAIL

    CALENDAR Department of Computer Science

  • May
    25

    Memorial Day (no classes)

    University Academic Calendar

    All Day

    EVENT DETAILS

    TIME Monday, May 25, 2020

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    CONTACT Office of the Registrar    nu-registrar@northwestern.edu EMAIL

    CALENDAR University Academic Calendar

  • Jun
    3

    CS Colloqium - Matt Easterday

    Department of Computer Science

    12:00 PM 3514, Mudd Hall ( formerly Seeley G. Mudd Library)

    EVENT DETAILS

    TIME Wednesday, June 3, 2020 at 12:00 PM - 1:00 PM

    LOCATION 3514, Mudd Hall ( formerly Seeley G. Mudd Library)    map it

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    CONTACT Brianna White    brianna.mello@northwestern.edu EMAIL

    CALENDAR Department of Computer Science

  • Jun
    19

    McCormick PhD Hooding Ceremony

    McCormick School of Engineering and Applied Science

    2:00 PM Ryan Family Auditorium, Technological Institute

    EVENT DETAILS

    TIME Friday, June 19, 2020 at 2:00 PM - 3:30 PM

    LOCATION Ryan Family Auditorium, Technological Institute    map it

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    CONTACT Northwestern Engineering Events    northwestern-engineering-events@northwestern.edu EMAIL

    CALENDAR McCormick School of Engineering and Applied Science

  • Jun
    20

    McCormick Undergraduate Convocation

    McCormick School of Engineering and Applied Science

    8:30 AM McGaw Memorial Hall/Welsh-Ryan Arena

    EVENT DETAILS

    TIME Saturday, June 20, 2020 at 8:30 AM - 10:00 AM

    LOCATION McGaw Memorial Hall/Welsh-Ryan Arena    map it

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    CONTACT Northwestern Engineering Events    northwestern-engineering-events@northwestern.edu EMAIL

    CALENDAR McCormick School of Engineering and Applied Science

  • Jun
    20

    McCormick Master's Recognition Ceremony

    McCormick School of Engineering and Applied Science

    12:30 PM McGaw Memorial Hall/Welsh-Ryan Arena

    EVENT DETAILS

    TIME Saturday, June 20, 2020 at 12:30 PM - 2:30 PM

    LOCATION McGaw Memorial Hall/Welsh-Ryan Arena    map it

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    CONTACT Northwestern Engineering Events    northwestern-engineering-events@northwestern.edu EMAIL

    CALENDAR McCormick School of Engineering and Applied Science