🧑‍🔬 Dorottya Demszky

🏛️ Affiliations

🎓Stanford UniversityStanford · United States2019–2026 · 79 papersEmployment · Assistant Professor, Graduate School of Educationcurrent🏥Stanford MedicineStanford · United States2026 · 1 papercurrent

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 1 more institution on single bylines are not listed.

🧭 Fields, topics and concepts

Of its works in our library, with the number of works on each.

📅 Works by year

2020s

📄 Papers

The most cited first (OpenAlex and our library).

1. Is ChatGPT a Good Teacher Coach? Measuring Zero-Shot Performance For Scoring and Providing Actionable Insights on Classroom Instruction (2023 · 36 citations)
   Classroom observation followed by expert coaching is central to teacher development. Most teachers, however, rarely receive regular, high-quality feedback because skilled coaches are scarce and expensive. The authors test whether ChatGPT, used zero-shot, could serve as a low-cost supplement to human coaching. They…
2. IDEAlign: Comparing Ideas of Large Language Models to Domain Experts (2026)
   LLMs are increasingly used to write free-form, interpretive annotations, such as describing a student's reasoning or suggesting essay revisions.

All works

12 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them.

1. GoEmotions: A Dataset of Fine-Grained Emotions ↗Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yetDorottya Demszky et al.2020 · 1,146 citations
2. Using large language models in psychology ↗Nature Reviews Psychology · no summary yetDorottya Demszky et al.2023 · 389 citations
3. Transforming Question Answering Datasets Into Natural Language Inference Datasets ↗arXiv:1809.02922 · no summary yetDorottya Demszky, Kelvin Guu, Percy Liang2018 · 220 citations
4. Analyzing Polarization in Social Media: Method and Application to Tweets on 21 Mass Shootings ↗Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers) · no summary yetDorottya Demszky et al.2019 · 216 citations
5. Can Automated Feedback Improve Teachers’ Uptake of Student Ideas? Evidence From a Randomized Controlled Trial in a Large-Scale Online Course ↗Educational Evaluation and Policy Analysis · no summary yetDorottya Demszky et al.2023 · 128 citations
6. The NCTE Transcripts: A Dataset of Elementary Math Classroom Transcripts ↗Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2023) · no summary yetDorottya Demszky, Heather Hill2023 · 61 citations
7. Computationally Identifying Funneling and Focusing Questions in Classroom Discourse ↗Proceedings of the 17th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2022) · no summary yetSterling Alic et al.2022 · 44 citations
8. Measuring Conversational Uptake: A Case Study on Student-Teacher Interactions ↗arXiv:2106.03873 · no summary yetDorottya Demszky et al.2021 · 40 citations
9. Is ChatGPT a Good Teacher Coach? Measuring Zero-Shot Performance For Scoring and Providing Actionable Insights on Classroom InstructionarXiv:2306.03090Rose E. Wang, Dorottya Demszky2023 · 36 citations
10. “Mistakes Help Us Grow”: Facilitating and Evaluating Growth Mindset Supportive Language in Classrooms ↗Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing · no summary yetKunal Handa et al.2023 · 7 citations
11. Using Large Language Models in Behavioral Science Interventions: Promise & Risk ↗Behavioral Science & Policy · no summary yetCameron A. Hecht et al.2025 · 3 citations
12. IDEAlign: Comparing Ideas of Large Language Models to Domain ExpertsConference of the European Chapter of the Association for Computational Linguistics (EACL)HyunJi Nam, Lucía Langlois, Jim Malamut, et al.2026

🤝 Co-authors here

1 co-author with a page, the most papers together first.

• Rose Wang

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

• Proceedings of the 17th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2022) ×2
• Conference of the European Chapter of the Association for Computational Linguistics (EACL): EACL 2026
• Behavioral Science & Policy
• Educational Evaluation and Policy Analysis
• Nature Reviews Psychology
• Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers)
• Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing
• Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics

🔗 Cited by

Papers of our library cite their works 1,664 times (of the 149,439 papers whose bibliographies we read); 244 citing papers with a page here →.

Updated 1 November 2026

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