David Jurgens's guest appearances

David Jurgens

NLP Highlights

Sebastian Ruder

Ines Montani

Noah Smith

Michael Collins

Brendan O'Connor

Victor Sanh

Sam Bowman

Nathan Schneider

Matt Gardner

Chris Dyer

John Hewitt

Dan Roth

Leon Derczynski

Zhou Yu

Jon Clark

OwlTail

TACL 2018 paper (presented at ACL 2018) by David Jurgens, Srijan Kumar, Raine Hoover, Daniel A. McFarland, and Daniel JurafskyDavid comes on the podcast to talk to us about citation frames.  We discuss the dataset they created by painstakingly annotating the "citation type" for all of the citations in a large collection of papers (around 2000 citations in total), then training a classifier on that data to annotate the rest of the ACL anthology.  This process itself is interesting, including how exactly the citations are classified, and we talk about this for a bit.  The second half of the podcast talks about the analysis that David and colleagues did using the (automatically) annotated ACL anthology, trying to gauge how the field has changed over time.https://www.semanticscholar.org/paper/Measuring-the-Evolution-of-a-Scientific-Field-Jurgens-Kumar/65118f3a7463f54bdf9b9e5cdd655953a2488c2f

TACL 2018 paper (presented at ACL 2018) by David Jurgens, Srijan Kumar, Raine Hoover, Daniel A. McFarland, and Daniel Jurafsky<br><br>David comes on the podcast to talk to us about citation frames.  We discuss the dataset they created by painstakingly annotating the "citation type" for all of the citations in a large collection of papers (around 2000 citations in total), then training a classifier on that data to annotate the rest of the ACL anthology.  This process itself is interesting, including how exactly the citations are classified, and we talk about this for a bit.  The second half of the podcast talks about the analysis that David and colleagues did using the (automatically) annotated ACL anthology, trying to gauge how the field has changed over time.<br><br><a href="https://www.semanticscholar.org/paper/Measuring-the-Evolution-of-a-Scientific-Field-Jurgens-Kumar/65118f3a7463f54bdf9b9e5cdd655953a2488c2f" rel="nofollow" target="_blank">https://www.semanticscholar.org/paper/Measuring-the-Evolution-of-a-Scientific-Field-Jurgens-Kumar/65118f3a7463f54bdf9b9e5cdd655953a2488c2f</a>

70 - Measuring the Evolution of a Scientific Field through Citation Frames, with David Jurgens