====== NLP in Education ======

===== Papers =====
  * [[https://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.495.1612&rep=rep1&type=pdf|Ahmad et al 2007- Towards Automatic Conceptual Personalization Tools]]
  * [[https://www.researchgate.net/profile/Wayne-Ward/publication/220597280_Recognizing_entailment_in_intelligent_tutoring_systems/links/02e7e520ce5211aeab000000/Recognizing-entailment-in-intelligent-tutoring-systems.pdf|Nielsen et al 2009 - Recognizing Entailment in Intelligent Tutoring Systems]]
  * CPS skills: [[https://www.sciencedirect.com/science/article/pii/S0360131519302258|2019 - Towards a Generalized Competency Model of Collaborative Problem Solving]]
  * [[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://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 =====
  * [[https://pslcdatashop.web.cmu.edu/|Datashop @CMU]] A collection of learning interaction datasets
  * [[https://github.com/SumnerLab/TalkMoves|Talkmoves Dataset]]
  * 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]]


===== Workshops =====
  * [[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]]
  * Educational Data Mining (EDM): [[https://educationaldatamining.org/edm2022/|2022]]

===== Software and Demos =====
  * [[https://www.tldrpapers.com/]] Rewrites abstracts to a second grade level

===== 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=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=NOxLJQUAAAAJ&hl=en|Danielle McNamara]]

===== Related Pages =====
  * [[Automatic Essay Grading]]
  * [[Intelligent Tutor]]
  * [[Grammatical Error Correction]]
  * [[Question Generation]]