1 code implementation • ACL 2021 • Dorottya Demszky, Jing Liu, Zid Mancenido, Julie Cohen, Heather Hill, Dan Jurafsky, Tatsunori Hashimoto
In conversation, uptake happens when a speaker builds on the contribution of their interlocutor by, for example, acknowledging, repeating or reformulating what they have said.
no code implementations • NAACL 2021 • Dorottya Demszky, Devyani Sharma, Jonathan H. Clark, Vinodkumar Prabhakaran, Jacob Eisenstein
Evaluation on a test set of 22 dialect features of Indian English demonstrates that these models learn to recognize many features with high accuracy, and that a few minimal pairs can be as effective for training as thousands of labeled examples.
no code implementations • WS 2020 • Audrey Acken, Dorottya Demszky
In this study, we apply NLP methods to learn about the framing of the 2020 Democratic Presidential candidates in news media.
no code implementations • 16 Jun 2020 • Dorottya Demszky, László Kálmán, Dan Jurafsky, Beth Levin
We test the effect of lexical semantics on the ordering of verbs and their objects by grouping verbs into 11 semantic classes.
no code implementations • LREC 2020 • Zolt{\'a}n Kmetty, Veronika Vincze, Dorottya Demszky, Orsolya Ring, Bal{\'a}zs Nagy, Martina Katalin Szab{\'o}
P{\'a}rt{\'e}let was the official journal of the governing party during the Hungarian socialism from 1956 to 1989, hence it represents the direct political agitation and propaganda of the dictatorial system in question.
7 code implementations • ACL 2020 • Dorottya Demszky, Dana Movshovitz-Attias, Jeongwoo Ko, Alan Cowen, Gaurav Nemade, Sujith Ravi
Understanding emotion expressed in language has a wide range of applications, from building empathetic chatbots to detecting harmful online behavior.
Ranked #1 on
Emotion Classification
on GoEmotions
1 code implementation • NAACL 2019 • Dorottya Demszky, Nikhil Garg, Rob Voigt, James Zou, Matthew Gentzkow, Jesse Shapiro, Dan Jurafsky
We provide an NLP framework to uncover four linguistic dimensions of political polarization in social media: topic choice, framing, affect and illocutionary force.
1 code implementation • 9 Sep 2018 • Dorottya Demszky, Kelvin Guu, Percy Liang
Existing datasets for natural language inference (NLI) have propelled research on language understanding.