Dorottya Demszky

18 papers · 2019–2026 · 6 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (7) 🐝 Cross-Pollinator (11) 🗺️ Taxonomy Completionist (36) 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (6) 🏃 Academic Marathon (6) 🧭 Keyword Pioneer 🧬 Topic Evolution 🗃️ Keyword Collector (90) ⚡ Prolific Year (5) 💎 Century Club (17) 🔥 Unstoppable (7) ❓ The Questioner

Conferences

ACL (7) NAACL (5) EACL (2) EMNLP (2) IJCNLP (1) INTERSPEECH (1)

Top co-authors

Rose Wang (6) Heather Hill (4) Dan Jurafsky (4) Zid Mancenido (3) Pawan Wirawarn (3) Jing Liu (3) Devyani Sharma (2) Tatsunori Hashimoto (2) Noah Goodman (2) Jacob Eisenstein (2)

Research topics

Keywords

large language model (5) text classification (4) sentiment analysis (2) classroom discourse (2) topic modeling (2) jensen-shannon divergence (2) educational assessment (2) semantic similarity (2) teacher coaching (2) conversational uptake (2) language model (2) information retrieval (2) educational outcome (2) zero-shot learning (2) text annotation (1) data annotation (1) natural language processing (1) representation learning (1) question answering (1) multitask learning (1)

Papers

IDEAlign: Comparing Ideas of Large Language Models to Domain Experts EACL 2026

Tell, Don’t Show: Leveraging Language Models’ Abstractive Retellings to Model Literary Themes ACL 2025

Problem-Oriented Segmentation and Retrieval: Case Study on Tutoring Conversations EMNLP 2024

Backtracing: Retrieving the Cause of the Query EACL 2024

Bridging the Novice-Expert Gap via Models of Decision-Making: A Case Study on Remediating Math Mistakes NAACL 2024

Edu-ConvoKit: An Open-Source Library for Education Conversation Data NAACL 2024

SIGHT: A Large Annotated Dataset on Student Insights Gathered from Higher Education Transcripts ACL 2023

“Mistakes Help Us Grow”: Facilitating and Evaluating Growth Mindset Supportive Language in Classrooms EMNLP 2023

The NCTE Transcripts: A Dataset of Elementary Math Classroom Transcripts ACL 2023

Is ChatGPT a Good Teacher Coach? Measuring Zero-Shot Performance For Scoring and Providing Actionable Insights on Classroom Instruction ACL 2023

MD3: The Multi-Dialect Dataset of Dialogues INTERSPEECH 2023

Computationally Identifying Funneling and Focusing Questions in Classroom Discourse NAACL 2022

Measuring Conversational Uptake: A Case Study on Student-Teacher Interactions ACL 2021

Measuring Conversational Uptake: A Case Study on Student-Teacher Interactions IJCNLP 2021

Learning to Recognize Dialect Features NAACL 2021

GoEmotions: A Dataset of Fine-Grained Emotions ACL 2020

Analyzing the Framing of 2020 Presidential Candidates in the News ACL 2020

Analyzing Polarization in Social Media: Method and Application to Tweets on 21 Mass Shootings NAACL 2019