Demszky, Dorottya

1. GoEmotions: A Dataset of Fine-Grained Emotions
   2020/05/01 by Demszky, Dorottya, Movshovitz-Attias, Dana, Ko, Jeongwoo +3 · 52 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
2. Transforming Question Answering Datasets Into Natural Language Inference Datasets
   2018/09/09 by Demszky, Dorottya, Guu, Kelvin, Liang, Percy · 6 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
3. Bridging the Novice-Expert Gap via Models of Decision-Making: A Case Study on Remediating Math Mistakes
   2023/10/16 by Wang, Rose E., Zhang, Qingyang, Robinson, Carly +2 · 10 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
4. Analyzing Polarization in Social Media: Method and Application to Tweets on 21 Mass Shootings
   2019/04/02 by Dorottya Demszky, Demszky, Dorottya, Nikhil Garg +11 · 6 citations
   Social Sciences · #Social Media and Politics #Terrorism, Counterterrorism, and Political Violence #Misinformation and Its Impacts
5. Kid-Whisper: Towards Bridging the Performance Gap in Automatic Speech Recognition for Children VS. Adults
   2023/09/12 by Attia, Ahmed Adel, Liu, Jing, Ai, Wei +2 · 7 citations
   #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
6. The NCTE Transcripts: A Dataset of Elementary Math Classroom Transcripts
   2022/11/21 by Dorottya Demszky, Heather C. Hill, Demszky, Dorottya +1 · 5 citations
   Decision Sciences · Psychology · #Educational Assessment and Improvement #Reading and Literacy Development
7. Measuring Conversational Uptake: A Case Study on Student-Teacher Interactions
   2021/06/07 by Dorottya Demszky, Jing Liu, Demszky, Dorottya +11 · 3 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
8. Computationally Identifying Funneling and Focusing Questions in Classroom Discourse
   2022/07/08 by Sterling Alic, Dorottya Demszky, Alic, Sterling +9 · 3 citations
   Arts and Humanities · Psychology · Social Sciences · #Discourse Analysis in Language Studies #Language, Metaphor, and Cognition #Educational Methods and Analysis
9. Is ChatGPT a Good Teacher Coach? Measuring Zero-Shot Performance For Scoring and Providing Actionable Insights on Classroom Instruction
   2023/06/05 by Wang, Rose E., Demszky, Dorottya · 3 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
10. Edu-ConvoKit: An Open-Source Library for Education Conversation Data
    2024/02/07 by Wang, Rose E., Demszky, Dorottya · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
11. MD3: The Multi-Dialect Dataset of Dialogues
    2023/05/19 by Eisenstein, Jacob, Prabhakaran, Vinodkumar, Rivera, Clara +2 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
12. "Mistakes Help Us Grow": Facilitating and Evaluating Growth Mindset Supportive Language in Classrooms
    2023/10/16 by Kunal Handa, Margaret Clapper, Handa, Kunal +11 · 1 citation
    Psychology · #Educational Strategies and Epistemologies #Education, Achievement, and Giftedness
13. Tell, Don't Show: Leveraging Language Models' Abstractive Retellings to Model Literary Themes
    2025/05/29 by Li Lucy, Camilla Griffiths, Lucy, Li +9 · 1 voice · 1 citation
    #cs.CL