ConceptQ
A human-in-the-loop assessment tool for MIT instructors. Upload course material, review an AI-extracted concept graph, make edits, and generate a bank of multiple-choice questions grounded in your own material.
ConceptQ extends Savaal, replacing the flat concept list with an editable dependency graph that instructors control before generation.
Paper
Savaal: Scalable Concept-Driven Question Generation to Enhance Human Learning
Kimia Noorbakhsh, Joseph Chandler, Pantea Karimi, Mohammad Alizadeh, Hari Balakrishnan · arXiv 2025
MIT CSAIL · Access is limited to MIT instructors and students.
Team
Michael Serrano
MEng Student · MIT CSAIL
Kimia Noorbakhsh
PhD Student · MIT CSAIL
Pantea Karimi
PhD Student · MIT CSAIL
Hari Balakrishnan
Fujitsu Professor of CS & AI · MIT CSAIL
Mohammad Alizadeh
Associate Professor · MIT CSAIL
Past Members
Joseph Chandler
Past Member · MIT CSAIL
Liam Gibbons
Past Member · MIT CSAIL
Contact
Want to add your class? mys1@mit.edu