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nlp:nlp_in_education [2022/09/20 01:15] – [Datasets] jmflanignlp:nlp_in_education [2025/05/28 05:52] (current) – [Papers] jmflanig
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   * [[https://files.eric.ed.gov/fulltext/ED615653.pdf|Pugh et al 2021 - Say What? Automatic Modeling of Collaborative Problem Solving Skills from Student Speech in the Wild]]   * [[https://files.eric.ed.gov/fulltext/ED615653.pdf|Pugh et al 2021 - Say What? Automatic Modeling of Collaborative Problem Solving Skills from Student Speech in the Wild]]
   * [[https://arxiv.org/pdf/2204.09652.pdf|Suresh et al 2022 - The TalkMoves Dataset: K-12 Mathematics Lesson Transcripts Annotated for Teacher and Student Discursive Moves]] [[https://github.com/SumnerLab/TalkMoves|dataset]]   * [[https://arxiv.org/pdf/2204.09652.pdf|Suresh et al 2022 - The TalkMoves Dataset: K-12 Mathematics Lesson Transcripts Annotated for Teacher and Student Discursive Moves]] [[https://github.com/SumnerLab/TalkMoves|dataset]]
 +  * [[https://edithlaw.ca/papers/adaptive-robots.pdf|Ravari et al - Effects of an Adaptive Robot Encouraging Teamwork on Students’ Learning]]
 +  * [[https://arxiv.org/pdf/2309.15004.pdf|Bhowmick et al 2023 - Automating Question Generation from Educational Text]]
 +  * **Educational Chatbots**
 +    * [[https://arxiv.org/pdf/2308.02773|Dan et al 2023 - EduChat: A Large-Scale Language Model-based Chatbot System for Intelligent Education]]
  
 ===== Datasets ===== ===== Datasets =====
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   * [[https://github.com/SumnerLab/TalkMoves|Talkmoves Dataset]]   * [[https://github.com/SumnerLab/TalkMoves|Talkmoves Dataset]]
   * MyST corpus [[http://boulderlearning.com/request-the-myst-corpus/|download]] [[https://catalog.ldc.upenn.edu/LDC2021S05|LDC2021S05]]   * MyST corpus [[http://boulderlearning.com/request-the-myst-corpus/|download]] [[https://catalog.ldc.upenn.edu/LDC2021S05|LDC2021S05]]
 +  * [[https://github.com/ddemszky/classroom-transcript-analysis|NCTE Classroom Transcript Dataset]]
  
  
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   * [[https://sig-edu.org/bea/current|Workshop on Innovative Use of NLP for Building Educational Applications]]   * [[https://sig-edu.org/bea/current|Workshop on Innovative Use of NLP for Building Educational Applications]]
   * Artificial Intelligence in Education (AIED): [[https://aied2022.webspace.durham.ac.uk/|2022]] [[https://aied2022.webspace.durham.ac.uk/workshops-and-tutorials/|2022 workshops]] [[http://www.bridgingaied2022.com/|iSAT workshop]]   * Artificial Intelligence in Education (AIED): [[https://aied2022.webspace.durham.ac.uk/|2022]] [[https://aied2022.webspace.durham.ac.uk/workshops-and-tutorials/|2022 workshops]] [[http://www.bridgingaied2022.com/|iSAT workshop]]
 +  * Educational Data Mining (EDM): [[https://educationaldatamining.org/edm2022/|2022]]
  
 ===== Software and Demos ===== ===== Software and Demos =====
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 ===== People ===== ===== People =====
 +  * [[https://scholar.google.com/citations?hl=en&user=WtVqgE8AAAAJ|Dorottya Demszky]]
   * [[https://scholar.google.com/citations?user=SA-2DGsAAAAJ&hl=en|Art Graesser]]   * [[https://scholar.google.com/citations?user=SA-2DGsAAAAJ&hl=en|Art Graesser]]
 +  * [[https://scholar.google.com/citations?user=OOssnq8AAAAJ&hl=en|Edith Law]] See project [[https://edithlaw.ca/projects/teachable.html|here]]
   * [[https://scholar.google.com/citations?user=ZVxO6IIAAAAJ&hl=en|James Martin]]   * [[https://scholar.google.com/citations?user=ZVxO6IIAAAAJ&hl=en|James Martin]]
   * [[https://scholar.google.com/citations?user=NOxLJQUAAAAJ&hl=en|Danielle McNamara]]   * [[https://scholar.google.com/citations?user=NOxLJQUAAAAJ&hl=en|Danielle McNamara]]
nlp/nlp_in_education.1663636546.txt.gz · Last modified: 2023/06/15 07:36 (external edit)
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