ML4ED
- 35 followers
- United States of America
- https://people.umass.edu/~andrewlan/index.html
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Repositories
- CogTutorBugs Public
umass-ml4ed/CogTutorBugs’s past year of commit activity - code_personalization Public
umass-ml4ed/code_personalization’s past year of commit activity - kcgen-kt Public
Official repo for "Automated Knowledge Component Generation and Knowledge Tracing for Coding Problems" (ACL2026 Findings)
umass-ml4ed/kcgen-kt’s past year of commit activity - progFeed-dataset-public Public
De-identified CS110 (Fall 2025) student programming submissions and consolidated analysis table for the ProgFeed LLM-feedback study. CC BY 4.0.
umass-ml4ed/progFeed-dataset-public’s past year of commit activity - KC-Corretness-Labeling Public
Official repo for "Using LLMs for Knowledge Component-level Correctness Labeling in Open-ended Coding Problems" (AIED2026)
umass-ml4ed/KC-Corretness-Labeling’s past year of commit activity - sim-student-eval Public
Code and data for the paper "Simulated Students in Tutoring Dialogues: Substance or Illusion?" (ACL 2026)
umass-ml4ed/sim-student-eval’s past year of commit activity - tiktoc Public
Official repo for "Test Case-Informed Knowledge Tracing for Open-ended Coding Tasks" (LAK2025)
umass-ml4ed/tiktoc’s past year of commit activity - LookAlike Public
A pipeline to automatically create negative preferences given positive preferences from a Supervised dataset.
umass-ml4ed/LookAlike’s past year of commit activity - tutorbot-dpo Public
Code for the paper "Training LLM-based Tutors to Improve Student Learning Outcomes in Dialogues", published at AIED 2025.
umass-ml4ed/tutorbot-dpo’s past year of commit activity
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