Dorottya Demszky

60 papers A* 2A 5B 6Misc 1Journal 33Unranked 13
YearRankTypeTitle / Venue / Authors
2026 — conf
IDEAlign: Comparing Ideas of Large Language Models to Domain Experts.
EACL (Volume 1: Long Papers)
Hyunji Nam, Lucía Langlois, James Malamut, Mei Tan, Dorottya Demszky
2026 A conf
Marked Pedagogies: Examining Linguistic Biases in Personalized Automated Writing Feedback.
LAK
Mei Tan, Lena Phalen, Dorottya Demszky
2026 J jnl
Marked Pedagogies: Examining Linguistic Biases in Personalized Automated Writing Feedback.
CoRR
Mei Tan, Lena Phalen, Dorottya Demszky
2026 J jnl
Practitioner Voices Summit: How Teachers Evaluate AI Tools through Deliberative Sensemaking.
CoRR
Dorottya Demszky, Christopher Mah, Helen Higgins
2026 J jnl
Protecting and Promoting Human Agency in Education in the Age of Artificial Intelligence.
CoRR
Olga Viberg, Mutlu Cukurova, René F. Kizilcec, Simon Buckingham Shum, Dorottya Demszky, Dragan Gasevic, Thorben Jansen, Ioana Jivet, Jelena Jovanovic, Jennifer Meyer, Kou Murayama, Zachary A. Pardos, Chris Piech, Nikol Rummel, Naomi E. Winstone
2025 J jnl
Automated feedback improves teachers' questioning quality in brick-and-mortar classrooms: Opportunities for further enhancement.
Comput. Educ.
Dorottya Demszky, Jing Liu, Heather Hill, Shyamoli Sanghi, Ariel Chung
2025 Misc conf
CPT-Boosted Wav2vec2.0: Towards Noise Robust Speech Recognition for Classroom Environments.
ICASSP
Ahmed Adel Attia, Dorottya Demszky, Tolúlopé Ògúnrèmí, Jing Liu, Carol Y. Espy-Wilson
2025 J jnl
DiagramIR: An Automatic Pipeline for Educational Math Diagram Evaluation.
CoRR
Vishal Kumar, Shubhra Mishra, Rebecca Hao, Rizwaan Malik, David Broman, Dorottya Demszky
2025 J jnl
EduCoder: An Open-Source Annotation System for Education Transcript Data.
CoRR
Guanzhong Pan, Mei Tan, Hyunji Nam, Lucía Langlois, James Malamut, Liliana Deonizio, Dorottya Demszky
2025 A conf
Exploring the Benefit of Customizing Feedback Interventions For Educators and Students With Offline Contextual Multi-Armed Bandits.
LAK
Joy Yun, Allen Nie, Emma Brunskill, Dorottya Demszky
2025 A conf
From Weak Labels to Strong Results: Utilizing 5, 000 Hours of Noisy Classroom Transcripts with Minimal Accurate Data.
INTERSPEECH
Ahmed Adel Attia, Dorottya Demszky, Jing Liu, Carol Y. Espy-Wilson
2025 J jnl
From Weak Labels to Strong Results: Utilizing 5,000 Hours of Noisy Classroom Transcripts with Minimal Accurate Data.
CoRR
Ahmed Adel Attia, Dorottya Demszky, Jing Liu, Carol Y. Espy-Wilson
2025 J jnl
IDEAlign: Comparing Large Language Models to Human Experts in Open-ended Interpretive Annotations.
CoRR
Hyunji Nam, Lucía Langlois, James Malamut, Mei Tan, Dorottya Demszky
2025 B conf
Multi-Stage Speaker Diarization for Noisy Classrooms.
EDM
Ali Sartaz Khan, Tolúlopé Ògúnrèmí, Ahmed Adel Attia, Dorottya Demszky
2025 J jnl
Multi-Stage Speaker Diarization for Noisy Classrooms.
CoRR
Ali Sartaz Khan, Tolúlopé Ògúnrèmí, Ahmed Adel Attia, Dorottya Demszky
2025 J jnl
Scaffolding middle school mathematics curricula with large language models.
Br. J. Educ. Technol.
Rizwaan Malik, Dorna Abdi, Rose E. Wang, Dorottya Demszky
2025 J jnl
TeachLM: Post-Training LLMs for Education Using Authentic Learning Data.
CoRR
Janos Perczel, Jin Chow, Dorottya Demszky
2025 — conf
Tell, Don't Show: Leveraging Language Models' Abstractive Retellings to Model Literary Themes.
ACL (Findings)
Li Lucy, Camilla Griffiths, Sarah Levine, Jennifer L. Eberhardt, Dorottya Demszky, David Bamman
2025 J jnl
Tell, Don't Show: Leveraging Language Models' Abstractive Retellings to Model Literary Themes.
CoRR
Li Lucy, Camilla Griffiths, Sarah Levine, Jennifer L. Eberhardt, Dorottya Demszky, David Bamman
2024 — conf
Backtracing: Retrieving the Cause of the Query.
EACL (Findings)
Rose E. Wang, Pawan Wirawarn, Omar Khattab, Noah D. Goodman, Dorottya Demszky
2024 J jnl
Backtracing: Retrieving the Cause of the Query.
CoRR
Rose E. Wang, Pawan Wirawarn, Omar Khattab, Noah D. Goodman, Dorottya Demszky
2024 — conf
Bridging the Novice-Expert Gap via Models of Decision-Making: A Case Study on Remediating Math Mistakes.
NAACL-HLT
Rose E. Wang, Qingyang Zhang, Carly Robinson, Susanna Loeb, Dorottya Demszky
2024 J jnl
CPT-Boosted Wav2vec2.0: Towards Noise Robust Speech Recognition for Classroom Environments.
CoRR
Ahmed Adel Attia, Dorottya Demszky, Tolúlopé Ògúnrèmí, Jing Liu, Carol Y. Espy-Wilson
2024 J jnl
Continued Pretraining for Domain Adaptation of Wav2vec2.0 in Automatic Speech Recognition for Elementary Math Classroom Settings.
CoRR
Ahmed Adel Attia, Dorottya Demszky, Tolúlopé Ògúnrèmí, Jing Liu, Carol Y. Espy-Wilson
2024 A conf
Does Feedback on Talk Time Increase Student Engagement? Evidence from a Randomized Controlled Trial on a Math Tutoring Platform.
LAK
Dorottya Demszky, Rose E. Wang, Sean Geraghty, Carol Yu
2024 — conf
Edu-ConvoKit: An Open-Source Library for Education Conversation Data.
NAACL (Demonstrations)
Rose E. Wang, Dorottya Demszky
2024 J jnl
Edu-ConvoKit: An Open-Source Library for Education Conversation Data.
CoRR
Rose E. Wang, Dorottya Demszky
2024 B conf
Enhancing Tutoring Effectiveness Through Automated Feedback: Preliminary Findings from a Pilot Randomized Controlled Trial on SAT Tutoring.
L@S
Joy Yun, Yann Hicke, Mariah Olson, Dorottya Demszky
2024 — conf
Kid-Whisper: Towards Bridging the Performance Gap in Automatic Speech Recognition for Children VS. Adults.
AIES (1)
Ahmed Adel Attia, Jing Liu, Wei Ai, Dorottya Demszky, Carol Y. Espy-Wilson
2024 — conf
Problem-Oriented Segmentation and Retrieval: Case Study on Tutoring Conversations.
EMNLP (Findings)
Rose E. Wang, Pawan Wirawarn, Kenny Lam, Omar Khattab, Dorottya Demszky
2024 J jnl
Problem-Oriented Segmentation and Retrieval: Case Study on Tutoring Conversations.
CoRR
Rose E. Wang, Pawan Wirawarn, Kenny Lam, Omar Khattab, Dorottya Demszky
2024 B conf
Reframing Authority: A Computational Measure of Power-Affirming Feedback on Student Writing.
L@S
Mei Tan, Christopher Mah, Dorottya Demszky
2024 B conf
Scaling High-Leverage Curriculum Scaffolding in Middle-School Mathematics.
L@S
Rizwaan Malik, Dorna Abdi, Rose E. Wang, Dorottya Demszky
2023 A* conf
"Mistakes Help Us Grow": Facilitating and Evaluating Growth Mindset Supportive Language in Classrooms.
EMNLP
Kunal Handa, Margaret Clapper, Jessica Boyle, Rose E. Wang, Diyi Yang, David S. Yeager, Dorottya Demszky
2023 J jnl
"Mistakes Help Us Grow": Facilitating and Evaluating Growth Mindset Supportive Language in Classrooms.
CoRR
Kunal Handa, Margaret Clapper, Jessica Boyle, Rose E. Wang, Diyi Yang, David S. Yeager, Dorottya Demszky
2023 — conf
Is ChatGPT a Good Teacher Coach? Measuring Zero-Shot Performance For Scoring and Providing Actionable Insights on Classroom Instruction.
BEA@ACL
Rose E. Wang, Dorottya Demszky
2023 J jnl
Is ChatGPT a Good Teacher Coach? Measuring Zero-Shot Performance For Scoring and Providing Actionable Insights on Classroom Instruction.
CoRR
Rose E. Wang, Dorottya Demszky
2023 J jnl
Kid-Whisper: Towards Bridging the Performance Gap in Automatic Speech Recognition for Children VS. Adults.
CoRR
Ahmed Adel Attia, Jing Liu, Wei Ai, Dorottya Demszky, Carol Y. Espy-Wilson
2023 B conf
M-Powering Teachers: Natural Language Processing Powered Feedback Improves 1: 1 Instruction and Student Outcomes.
L@S
Dorottya Demszky, Jing Liu
2023 A conf
MD3: The Multi-Dialect Dataset of Dialogues.
INTERSPEECH
Jacob Eisenstein, Vinodkumar Prabhakaran, Clara Rivera, Dorottya Demszky, Devyani Sharma
2023 J jnl
MD3: The Multi-Dialect Dataset of Dialogues.
CoRR
Jacob Eisenstein, Vinodkumar Prabhakaran, Clara Rivera, Dorottya Demszky, Devyani Sharma
2023 J jnl
Measuring Five Accountable Talk Moves to Improve Instruction at Scale.
CoRR
Ashlee Kupor, Candice Morgan, Dorottya Demszky
2023 — conf
SIGHT: A Large Annotated Dataset on Student Insights Gathered from Higher Education Transcripts.
BEA@ACL
Rose E. Wang, Pawan Wirawarn, Noah D. Goodman, Dorottya Demszky
2023 J jnl
SIGHT: A Large Annotated Dataset on Student Insights Gathered from Higher Education Transcripts.
CoRR
Rose E. Wang, Pawan Wirawarn, Noah D. Goodman, Dorottya Demszky
2023 J jnl
Step-by-Step Remediation of Students' Mathematical Mistakes.
CoRR
Rose E. Wang, Qingyang Zhang, Carly Robinson, Susanna Loeb, Dorottya Demszky
2023 — conf
The NCTE Transcripts: A Dataset of Elementary Math Classroom Transcripts.
BEA@ACL
Dorottya Demszky, Heather Hill
2022 J jnl
Computationally Identifying Funneling and Focusing Questions in Classroom Discourse.
CoRR
Sterling Alic, Dorottya Demszky, Zid Mancenido, Jing Liu, Heather Hill, Dan Jurafsky
2022 J jnl
The NCTE Transcripts: A Dataset of Elementary Math Classroom Transcripts.
CoRR
Dorottya Demszky, Heather Hill
2021 — conf
Learning to Recognize Dialect Features.
NAACL-HLT
Dorottya Demszky, Devyani Sharma, Jonathan H. Clark, Vinodkumar Prabhakaran, Jacob Eisenstein
2021 — conf
Measuring Conversational Uptake: A Case Study on Student-Teacher Interactions.
ACL/IJCNLP (1)
Dorottya Demszky, Jing Liu, Zid Mancenido, Julie Cohen, Heather Hill, Dan Jurafsky, Tatsunori Hashimoto
2021 J jnl
Measuring Conversational Uptake: A Case Study on Student-Teacher Interactions.
CoRR
Dorottya Demszky, Jing Liu, Zid Mancenido, Julie Cohen, Heather Hill, Dan Jurafsky, Tatsunori Hashimoto
2021 J jnl
On the Opportunities and Risks of Foundation Models.
CoRR
Rishi Bommasani, Drew A. Hudson, Ehsan Adeli, Russ B. Altman, Simran Arora, Sydney von Arx, Michael S. Bernstein, Jeannette Bohg, Antoine Bosselut, Emma Brunskill, Erik Brynjolfsson, Shyamal Buch, Dallas Card, Rodrigo Castellon, Niladri S. Chatterji, Annie S. Chen, Kathleen Creel, Jared Quincy Davis, Dorottya Demszky, Chris Donahue, Moussa Doumbouya, Esin Durmus, Stefano Ermon, John Etchemendy, Kawin Ethayarajh, Li Fei-Fei, Chelsea Finn, Trevor Gale, Lauren E. Gillespie, Karan Goel, Noah D. Goodman, Shelby Grossman, Neel Guha, Tatsunori Hashimoto, Peter Henderson, John Hewitt, Daniel E. Ho, Jenny Hong, Kyle Hsu, Jing Huang, Thomas Icard, Saahil Jain, Dan Jurafsky, Pratyusha Kalluri, Siddharth Karamcheti, Geoff Keeling, Fereshte Khani, Omar Khattab, Pang Wei Koh, Mark S. Krass, Ranjay Krishna, Rohith Kuditipudi, et al.
2020 A* conf
GoEmotions: A Dataset of Fine-Grained Emotions.
ACL
Dorottya Demszky, Dana Movshovitz-Attias, Jeongwoo Ko, Alan S. Cowen, Gaurav Nemade, Sujith Ravi
2020 J jnl
GoEmotions: A Dataset of Fine-Grained Emotions.
CoRR
Dorottya Demszky, Dana Movshovitz-Attias, Jeongwoo Ko, Alan S. Cowen, Gaurav Nemade, Sujith Ravi
2020 J jnl
Learning to Recognize Dialect Features.
CoRR
Dorottya Demszky, Devyani Sharma, Jonathan H. Clark, Vinodkumar Prabhakaran, Jacob Eisenstein
2020 B conf
Pártélet: A Hungarian Corpus of Propaganda Texts from the Hungarian Socialist Era.
LREC
Zoltán Kmetty, Veronika Vincze, Dorottya Demszky, Orsolya Ring, Balázs Nagy, Martina Katalin Szabó
2020 J jnl
The Role of Verb Semantics in Hungarian Verb-Object Order.
CoRR
Dorottya Demszky, László Kálmán, Dan Jurafsky, Beth Levin
2019 — conf
Analyzing Polarization in Social Media: Method and Application to Tweets on 21 Mass Shootings.
NAACL-HLT (1)
Dorottya Demszky, Nikhil Garg, Rob Voigt, James Zou, Jesse Shapiro, Matthew Gentzkow, Dan Jurafsky
2019 J jnl
Analyzing Polarization in Social Media: Method and Application to Tweets on 21 Mass Shootings.
CoRR
Dorottya Demszky, Nikhil Garg, Rob Voigt, James Zou, Matthew Gentzkow, Jesse Shapiro, Dan Jurafsky
2018 J jnl
Transforming Question Answering Datasets Into Natural Language Inference Datasets.
CoRR
Dorottya Demszky, Kelvin Guu, Percy Liang