| 2026 | ACL | EduCoder: An Open-Source Annotation System for Education Transcript Data. | Saad Ashraf, Jim Malamut, Vishal Kumar, Guanzhong Pan, Hyunji Nam, Mei Tan, Luca Langlois, Liliana Carolina Santos-Deonizio, Helen Spencer Higgins, Dorottya Demszky |
| 2026 | ACL | From Scoring to Explanations: Evaluating SHAP and LLM Rationales for Rubric-based Teaching Quality Assessment. | Ivo Bueno, Babette Bhler, Philipp Stark, Tim Ftterer, Ulrich Trautwein, Dorottya Demszky, Heather Hill, Enkelejda Kasneci |
| 2026 | EACL | IDEAlign: Comparing Ideas of Large Language Models to Domain Experts. | Hyunji Nam, Luca Langlois, James Malamut, Mei Tan, Dorottya Demszky |
| 2026 | LAK | Marked Pedagogies: Examining Linguistic Biases in Personalized Automated Writing Feedback. | Mei Tan, Lena Phalen, Dorottya Demszky |
| 2025 | ACL | Tell, Don't Show: Leveraging Language Models' Abstractive Retellings to Model Literary Themes. | Li Lucy, Camilla Griffiths, Sarah Levine, Jennifer L. Eberhardt, Dorottya Demszky, David Bamman |
| 2025 | EDM | Multi-Stage Speaker Diarization for Noisy Classrooms. | Ali Sartaz Khan, Tollop gnrm, Ahmed Adel Attia, Dorottya Demszky |
| 2025 | ICASSP | CPT-Boosted Wav2vec2.0: Towards Noise Robust Speech Recognition for Classroom Environments. | Ahmed Adel Attia, Dorottya Demszky, Tollop gnrm, Jing Liu, Carol Y. Espy-Wilson |
| 2025 | Interspeech | From Weak Labels to Strong Results: Utilizing 5, 000 Hours of Noisy Classroom Transcripts with Minimal Accurate Data. | Ahmed Adel Attia, Dorottya Demszky, Jing Liu, Carol Y. Espy-Wilson |
| 2025 | LAK | Exploring the Benefit of Customizing Feedback Interventions For Educators and Students With Offline Contextual Multi-Armed Bandits. | Joy Yun, Allen Nie, Emma Brunskill, Dorottya Demszky |
| 2024 | AIES | Kid-Whisper: Towards Bridging the Performance Gap in Automatic Speech Recognition for Children VS. Adults. | Ahmed Adel Attia, Jing Liu, Wei Ai, Dorottya Demszky, Carol Y. Espy-Wilson |
| 2024 | EACL | Backtracing: Retrieving the Cause of the Query. | Rose E. Wang, Pawan Wirawarn, Omar Khattab, Noah D. Goodman, Dorottya Demszky |
| 2024 | EMNLP | Problem-Oriented Segmentation and Retrieval: Case Study on Tutoring Conversations. | Rose E. Wang, Pawan Wirawarn, Kenny Lam, Omar Khattab, Dorottya Demszky |
| 2024 | LAK | Does Feedback on Talk Time Increase Student Engagement? Evidence from a Randomized Controlled Trial on a Math Tutoring Platform. | Dorottya Demszky, Rose E. Wang, Sean Geraghty, Carol Yu |
| 2024 | NAACL | Edu-ConvoKit: An Open-Source Library for Education Conversation Data. | Rose E. Wang, Dorottya Demszky |
| 2024 | NAACL | Bridging the Novice-Expert Gap via Models of Decision-Making: A Case Study on Remediating Math Mistakes. | Rose E. Wang, Qingyang Zhang, Carly Robinson, Susanna Loeb, Dorottya Demszky |
| 2023 | EMNLP | "Mistakes Help Us Grow": Facilitating and Evaluating Growth Mindset Supportive Language in Classrooms. | Kunal Handa, Margaret Clapper, Jessica Boyle, Rose E. Wang, Diyi Yang, David S. Yeager, Dorottya Demszky |
| 2023 | Interspeech | MD3: The Multi-Dialect Dataset of Dialogues. | Jacob Eisenstein, Vinodkumar Prabhakaran, Clara Rivera, Dorottya Demszky, Devyani Sharma |
| 2021 | ACL | Measuring Conversational Uptake: A Case Study on Student-Teacher Interactions. | Dorottya Demszky, Jing Liu, Zid Mancenido, Julie Cohen, Heather Hill, Dan Jurafsky, Tatsunori Hashimoto |
| 2021 | NAACL | Learning to Recognize Dialect Features. | Dorottya Demszky, Devyani Sharma, Jonathan H. Clark, Vinodkumar Prabhakaran, Jacob Eisenstein |
| 2020 | ACL | GoEmotions: A Dataset of Fine-Grained Emotions. | Dorottya Demszky, Dana Movshovitz-Attias, Jeongwoo Ko, Alan S. Cowen, Gaurav Nemade, Sujith Ravi |
| 2020 | LREC | Prtlet: A Hungarian Corpus of Propaganda Texts from the Hungarian Socialist Era. | Zoltn Kmetty, Veronika Vincze, Dorottya Demszky, Orsolya Ring, Balzs Nagy, Martina Katalin Szab |
| 2019 | NAACL | Analyzing Polarization in Social Media: Method and Application to Tweets on 21 Mass Shootings. | Dorottya Demszky, Nikhil Garg, Rob Voigt, James Zou, Jesse Shapiro, Matthew Gentzkow, Dan Jurafsky |