Date & Time:
April 2, 2020 3:00 pm – 4:00 pm
Location:
Live Stream
04/02/2020 03:00 PM 04/02/2020 04:00 PM America/Chicago Yoon Kim (Harvard) – Deep Learning and Language Structure Live Stream

Deep Learning and Language Structure

Natural language has inherent structure. Words compose with one another to form hierarchical structures to convey meaning. These compositional structures are ubiquitous at all levels of language. Despite the recent, enormous success of deep neural networks in NLP, capturing such discrete, combinatorial structure remains challenging. In this talk, I will present two directions towards an integration of deep learning and language structure. First, we will see how language structure can be used as a rich source of prior knowledge to improve language modeling and representation learning. Second, we will explore how advances in model parameterization and inference, in particular deep learning, can be used as a computational tool to discover linguistic structure from raw text.

If you are affiliated with UChicago CS and would like to attend this talk remotely, contact rmitchum@uchicago.edu for links.

Host: Michael Maire

Yoon Kim

PhD Student, Harvard University

Yoon Kim is a fifth-year PhD student at Harvard University, advised by Alexander Rush. His research is at the intersection of natural language processing and machine learning. He is the recipient of a Google AI PhD Fellowship.

Related News & Events

UChicago CS News

New 2022-23 CS Faculty Add Expertise in Linguistics, Visualization, Economics, and Data Science Education

Aug 11, 2022
In the News

UChicago Co-Leads $10 Million NSF Institute on Foundations of Data Science

Aug 09, 2022
UChicago CS News

UChicago CS Faculty Receive Industry Grants From J.P. Morgan, Google

Jul 19, 2022
UChicago CS News

UChicago London Colloquium Features Data Science, Quantum Research

Jul 01, 2022
Video

Is it Ethical to Use Facial Imaging in Decision-Making?

Jun 28, 2022
UChicago CS News

Faculty Bill Fefferman and Chenhao Tan Receive Google Research Scholar Awards

Jun 21, 2022
UChicago CS News

Two Incoming UChicago CS PhD Students Receive Department of Energy Fellowship

Jun 16, 2022
Video

Data Science Institute Summit

Jun 15, 2022
UChicago CS News

DSI Summer Lab Returns In-Person With 49 Students From Across the U.S.

Jun 14, 2022
UChicago CS News

UChicago CS Labs Join Museum of Science & Industry For Robot Block Party

Apr 20, 2022
UChicago CS News

Three UChicago CS Security Projects Receive Funding From c3.ai Institute

Mar 25, 2022
UChicago CS News

Junchen Jiang Wins CAREER Award to Study Using ML to Optimize Video Experiences

Mar 24, 2022
arrow-down-largearrow-left-largearrow-right-large-greyarrow-right-large-yellowarrow-right-largearrow-right-smallbutton-arrowclosedocumentfacebookfacet-arrow-down-whitefacet-arrow-downPage 1CheckedCheckedicon-apple-t5backgroundLayer 1icon-google-t5icon-office365-t5icon-outlook-t5backgroundLayer 1icon-outlookcom-t5backgroundLayer 1icon-yahoo-t5backgroundLayer 1internal-yellowinternalintranetlinkedinlinkoutpauseplaypresentationsearch-bluesearchshareslider-arrow-nextslider-arrow-prevtwittervideoyoutube