Dorottya (Dora) Demszky


Assistant Professor in Education Data Science



Graduate School of Education


Stanford University



Publications


You can click on the papers below to find code, data, slides and other relevant information associated with them.

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Computationally Identifying Funneling and Focusing Questions in Classroom Discourse


Sterling Alic, Dorottya Demszky, Zid Mancenido, Jing Liu, Heather Hill, Dan Jurafsky


Proceedings of the 17th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2022), 2022, pp. 224--233


Can Automated Feedback Improve Teachers’ Uptake of Student Ideas? Evidence From a Randomized Controlled Trial In a Large-Scale Online Course


Dorottya Demszky, Jing Liu, Heather Hill, Dan Jurafsky, Chris Piech


EdWorkingPapers, 2021 Nov


On the Opportunities and Risks of Foundation Models


Rishi Bommasani, Drew A Hudson, ..., Dorottya Demszky, ..., Percy Liang


arXiv preprint arXiv:2108.07258, 2021 Jul


Measuring Conversational Uptake: A Case Study on Student-Teacher Interactions


Dorottya Demszky, Jing Liu, Zid Mancenido, Julie Cohen, Heather Hill, Dan Jurafsky, Tatsunori Hashimoto


Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics (ACL), 2021 Jun


Learning to Recognize Dialect Features


Dorottya Demszky, Devyani Sharma, Jonathan H Clark, Vinodkumar Prabhakaran, Jacob Eisenstein


Proceedings of the 19th Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL), 2021 Jun


The Role of Verb Semantics in Hungarian Verb-Object Order


Dorottya Demszky


Proceedings of the Linguistic Society of America (LSA), 2021 Jan


GoEmotions: A Dataset of Fine-Grained Emotions


Dorottya Demszky, Dana Movshovitz-Attias, Jeongwoo Ko, Alan Cowen, Gaurav Nemade, Sujith Ravi


Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics (ACL), 2020


Pártélet: A Hungarian Corpus of Propaganda Texts from the Hungarian Socialist Era


Zoltán Kmetty, Veronika Vincze, Dorottya Demszky, Orsolya Ring, Balázs Nagy Nagy, Martina Katalin Szabó


Proceedings of the 13th International Conference on Language Resources and Evaluation (LREC), 2020


Content Analysis of Textbooks via Natural Language Processing: Findings on Gender, Race, and Ethnicity in Texas US History Textbooks


Li Lucy*, Dorottya Demszky*, Patricia Bromley, Dan Jurafsky


AERA Open, vol. 6, SAGE Publications Sage CA: Los Angeles, CA, 2020


Analyzing Polarization in Social Media: Method and Application to Tweets on 21 Mass Shootings


Dorottya Demszky, Nikhil Garg, Rob Voigt, James Zou, Matthew Gentzkow, Jesse Shapiro, Dan Jurafsky


Proceedings of the 17th Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL), 2019


Transforming Question Answering Datasets Into Natural Language Inference Datasets


Dorottya Demszky*, Kelvin Guu*, Percy Liang


arXiv preprint arXiv:1809.02922, 2018