Applied Research on Question Answering at Microsoft

Speaker: T. J. Hazen , MSR Montreal

Date: Tuesday, April 30, 2019

Time: 4:00 PM to 5:00 PM

Public: Yes

Location: 32-G882 (Stata Center, 8th Floor Hewlett Room)

Event Type: Seminar

Room Description:

Host: Jim Glass, MIT CSAIL

Contact: Marcia G. Davidson, 617-253-3049, marcia@csail.mit.edu

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Reminders to: seminars@csail.mit.edu, sls@csail.mit.edu

Reminder Subject: TALK: Applied Research on Question Answering at Microsoft

Abstract:
This talk will focus on our R&D efforts in question answering designed to solve problems that currently hinder the technology when deployed in real world applications and settings. The talk will provide a general overview of our question answering research and then discuss three specific problems our research is addressing: (1) how do you adapt question answering systems based on deep neural networks to new specialized domains using only limited amounts of in-domain data, (2) how do you select the highest quality, most convincing answer to show when multiple relevant answers are found, and (3) when extracting answers from documents retrieved from the internet how can you avoid showing inappropriate answers.

Bio:
T. J. Hazen is a Principal Research Manager in Microsoft Research. Prior to joining MSR, T. J. previously served as a Principal Data Science Manager within Microsoft's Cloud AI and Bing groups where he led teams developing natural language processing and image processing components for Microsoft products. Before joining Microsoft in 2013, T. J. spent six years as a member of the Human Language Technology Group at MIT Lincoln Laboratory and nine years as a Research Scientist at the MIT Computer Science and Artificial Intelligence Laboratory. T. J. holds S.B., S.M., and Ph.D. degrees in Electrical Engineering and Computer Science from the Massachusetts Institute of Technology.

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This event is not part of a series.

Created by Marcia G. Davidson Email at Friday, April 26, 2019 at 5:09 PM.