--- title: "Dorottya Demszky — author profile and papers in our library" description: "Dorottya Demszky, Stanford Medicine: 3 papers on Elamur Research (2018–2026), h-index 19 — affiliations, topics, co-authors and who cites…" canonical: "https://research.elamur.ai/free/en/authors/dorottya-demszky/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/dorottya-demszky/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Dorottya Demszky # Dorottya Demszky Dorottya Demszky has 3 papers in our library, in 2018–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Question answering](https://md.research.elamur.ai/free/en/topics/question-answering/), [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/); often with [Kelvin Guu](https://md.research.elamur.ai/free/en/authors/kelvin-guu/), [Percy Liang](https://md.research.elamur.ai/free/en/authors/percy-liang/), [Rose Wang](https://md.research.elamur.ai/free/en/authors/rose-wang/). 3 papers in our library · 2018–2026 [OpenAlex](https://openalex.org/A5052171928) · [ORCID](https://orcid.org/0000-0002-6759-9367) · [Wikidata](https://www.wikidata.org/wiki/Q130819555) · [**h-index 19**](https://openalex.org/authors/A5052171928) · [113 works](https://openalex.org/works?filter=author.id:A5052171928) · [4,314 citations](https://openalex.org/works?filter=author.id:A5052171928&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/dorottya-demszky/#papers) · [🔗 Cited 1,664 times in our library](https://md.research.elamur.ai/free/en/authors/dorottya-demszky/cited-by/) · [9 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #5914](https://md.research.elamur.ai/free/en/paper-stars/page/60/#star-5914) The profile is the library's match of the name; two people with one name are not always told apart. Elsewhere: [Google Scholar](https://scholar.google.com/citations?view_op=search_authors&mauthors=Dorottya+Demszky) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Dorottya+Demszky) · [dblp](https://dblp.org/search?q=Dorottya+Demszky) · [ACL Anthology](https://aclanthology.org/search/?q=Dorottya+Demszky) ## Affiliations [🎓**Stanford University** Stanford · United States 2019–2026 · 79 papersEmployment · Assistant Professor, Graduate School of Education*current*](https://md.research.elamur.ai/free/en/universities/stanford-university/) · [🏥**Stanford Medicine** Stanford · United States 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/hospitals/stanford-medicine/) 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. 📚 Shelves 6 The field of science this work belongs to (OpenAlex fields).[Computer Science · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Arts and Humanities · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) 🧭 Topics 3 Research subjects and languages the work is about.[Question answering · 1 work](https://md.research.elamur.ai/free/en/topics/question-answering/) · [Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) · [Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/dorottya-demszky/year/2026/) · [**2023** 1 paper](https://md.research.elamur.ai/free/en/authors/dorottya-demszky/year/2023/) ### 2010s [**2018** 1 paper](https://md.research.elamur.ai/free/en/authors/dorottya-demszky/year/2018/) ## Papers The most cited first (OpenAlex and our library). 1. **[Transforming Question Answering Datasets Into Natural Language Inference Datasets](https://md.research.elamur.ai/free/en/papers/demszky-2018-transforming-question-answering-datasets-natural/)** *(2018 · 220 citations)* Widely used NLI benchmarks such as SNLI and MultiNLI cover phenomena like negation and quantification but rarely require reasoning across several sentences. 2. **[Is ChatGPT a Good Teacher Coach? Measuring Zero-Shot Performance For Scoring and Providing Actionable Insights on Classroom Instruction](https://md.research.elamur.ai/free/en/papers/wang-2023-chatgpt-good-teacher-coach-measuring/)** *(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… 3. **[IDEAlign: Comparing Ideas of Large Language Models to Domain Experts](https://md.research.elamur.ai/free/en/papers/nam-2026-idealign-comparing-ideas-large-language/)** *(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; 3 with a page here, the others link their original until we summarise them. 1. **[GoEmotions: A Dataset of Fine-Grained Emotions ↗](https://aclanthology.org/2020.acl-main.372/) Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yet**Dorottya Demszky et al.*2020 · 1,146 citations* 2. **[Using large language models in psychology ↗](https://doi.org/10.1038/s44159-023-00241-5) Nature Reviews Psychology · no summary yet**Dorottya Demszky et al.*2023 · 389 citations* 3. [**Transforming Question Answering Datasets Into Natural Language Inference Datasets arXiv:1809.02922**Dorottya Demszky, Kelvin Guu, Percy Liang*2018 · 220 citations*](https://md.research.elamur.ai/free/en/papers/demszky-2018-transforming-question-answering-datasets-natural/) 4. **[Analyzing Polarization in Social Media: Method and Application to Tweets on 21 Mass Shootings ↗](https://aclanthology.org/N19-1304/) 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 yet**Dorottya 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 ↗](https://doi.org/10.3102/01623737231169270) Educational Evaluation and Policy Analysis · no summary yet**Dorottya Demszky et al.*2023 · 128 citations* 6. **[The NCTE Transcripts: A Dataset of Elementary Math Classroom Transcripts ↗](https://aclanthology.org/2023.bea-1.44/) Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2023) · no summary yet**Dorottya Demszky, Heather Hill*2023 · 61 citations* 7. **[Computationally Identifying Funneling and Focusing Questions in Classroom Discourse ↗](https://aclanthology.org/2022.bea-1.27/) Proceedings of the 17th Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2022) · no summary yet**Sterling Alic et al.*2022 · 44 citations* 8. **[Measuring Conversational Uptake: A Case Study on Student-Teacher Interactions ↗](https://arxiv.org/abs/2106.03873) arXiv:2106.03873 · no summary yet**Dorottya 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 Instruction arXiv:2306.03090**Rose E. Wang, Dorottya Demszky*2023 · 36 citations*](https://md.research.elamur.ai/free/en/papers/wang-2023-chatgpt-good-teacher-coach-measuring/) 10. **[“Mistakes Help Us Grow”: Facilitating and Evaluating Growth Mindset Supportive Language in Classrooms ↗](https://aclanthology.org/2023.emnlp-main.549/) Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing · no summary yet**Kunal Handa et al.*2023 · 7 citations* 11. **[Using Large Language Models in Behavioral Science Interventions: Promise & Risk ↗](https://doi.org/10.1177/23794607251344698) Behavioral Science & Policy · no summary yet**Cameron A. Hecht et al.*2025 · 3 citations* 12. **[IDEAlign: Comparing Ideas of Large Language Models to Domain Experts](https://md.research.elamur.ai/free/en/papers/nam-2026-idealign-comparing-ideas-large-language/) [Conference of the European Chapter of the Association for Computational Linguistics (EACL)](https://md.research.elamur.ai/free/en/venues/eacl/)**HyunJi Nam, Lucía Langlois, Jim Malamut, et al.*2026* ## Co-authors here 3 co-authors with a page, the most papers together first. - [Kelvin Guu](https://md.research.elamur.ai/free/en/authors/kelvin-guu/) - [Percy Liang](https://md.research.elamur.ai/free/en/authors/percy-liang/) - [Rose Wang](https://md.research.elamur.ai/free/en/authors/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)](https://md.research.elamur.ai/free/en/venues/eacl/): [EACL 2026](https://md.research.elamur.ai/free/en/venues/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); [303 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/dorottya-demszky/cited-by/). Updated 2 November 2026