Table of Contents
NLP in Education
Papers
Datasets
Workshops
Software and Demos
People
Related Pages
NLP in Education
Papers
Ahmad et al 2007- Towards Automatic Conceptual Personalization Tools
Nielsen et al 2009 - Recognizing Entailment in Intelligent Tutoring Systems
CPS skills:
2019 - Towards a Generalized Competency Model of Collaborative Problem Solving
Pugh et al 2021 - Say What? Automatic Modeling of Collaborative Problem Solving Skills from Student Speech in the Wild
Suresh et al 2022 - The TalkMoves Dataset: K-12 Mathematics Lesson Transcripts Annotated for Teacher and Student Discursive Moves
dataset
Ravari et al - Effects of an Adaptive Robot Encouraging Teamwork on Students’ Learning
Bhowmick et al 2023 - Automating Question Generation from Educational Text
Educational Chatbots
Dan et al 2023 - EduChat: A Large-Scale Language Model-based Chatbot System for Intelligent Education
Datasets
Datashop @CMU
A collection of learning interaction datasets
Talkmoves Dataset
MyST corpus
download
LDC2021S05
NCTE Classroom Transcript Dataset
Workshops
Workshop on Innovative Use of NLP for Building Educational Applications
Artificial Intelligence in Education (AIED):
2022
2022 workshops
iSAT workshop
Educational Data Mining (EDM):
2022
Software and Demos
https://www.tldrpapers.com/
Rewrites abstracts to a second grade level
People
Dorottya Demszky
Art Graesser
Edith Law
See project
here
James Martin
Danielle McNamara
Related Pages
Automatic Essay Grading
Intelligent Tutor
Grammatical Error Correction
Question Generation