Dorottya Demszky
19 papers · 2019–2026 · 6 conferences · across top CS/AI conferences
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large language model
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text classification
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sentiment analysis
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classroom discourse
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topic modeling
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jensen-shannon divergence
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educational assessment
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semantic similarity
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teacher coaching
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language model
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information retrieval
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zero-shot learning
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text annotation
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data annotation
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Papers
EduCoder: An Open-Source Annotation System for Education Transcript Data
ACL 2026
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
The NCTE Transcripts: A Dataset of Elementary Math Classroom Transcripts
ACL 2023
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
MD3: The Multi-Dialect Dataset of Dialogues
INTERSPEECH 2023
Is ChatGPT a Good Teacher Coach? Measuring Zero-Shot Performance For Scoring and Providing Actionable Insights on Classroom Instruction
ACL 2023
Computationally Identifying Funneling and Focusing Questions in Classroom Discourse
NAACL 2022
Learning to Recognize Dialect Features
NAACL 2021
Measuring Conversational Uptake: A Case Study on Student-Teacher Interactions
IJCNLP 2021
Measuring Conversational Uptake: A Case Study on Student-Teacher Interactions
ACL 2021
Analyzing the Framing of 2020 Presidential Candidates in the News
ACL 2020
GoEmotions: A Dataset of Fine-Grained Emotions
ACL 2020
Analyzing Polarization in Social Media: Method and Application to Tweets on 21 Mass Shootings
NAACL 2019