[CL+NLP Lunch] Reminder: CL+NLP Lunch, Kuzman Ganchev, TODAY @ 1:00pm

Dallas Card dcard at andrew.cmu.edu
Thu Oct 2 08:44:49 EDT 2014


CL+NLP lunch <http://www.cs.cmu.edu/~nlp-lunch/>
Thursday, October 2nd at 1:00pm
GHC 2109

Speaker: Kuzman Ganchev, Google Research

*Title: Some recent work on frame semantics*

Frame semantic parsing (sometimes called semantic role labeling) involves
identifying the predicate argument structure of a sentence. For  example
in the sentence "I want to run a marathon.", "want" and "run"  evoke
frames, and the frame for "run" has the agent "I" and patient "a
marathon". The frame for "run" in that sentence will be different from the
frame for run in "I run the company". Frame semantic parsing is usually
divided into frame identification and argument identification. I will
present recent approaches from our group on each of these tasks: an
embedding-based approach for frame identification, and a novel dynamic
program for argument identification which allows computing posteriors  and
structured learning.

Kuzman Ganchev was born in Sofia, Bulgaria. He received his Ph.D. in
computer and information science from the University of Pennsylvania, and
has been working as a research scientist at Google since 2010, where his
research focuses on machine learning applied to natural language
processing.


-- 
Dallas Card
Machine Learning Department
Carnegie Mellon University




More information about the nlp-lunch mailing list