ML4ED
Machine Learning for Education (ML4ED) lab at the University of Massachusetts Amherst led by Prof. Andrew Lan
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- United States of America
- https://people.umass.edu/~andrewlan/index.html
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Showing 10 of 21 repositories
- SyllabusQA Public
Official dataset and code for "SyllabusQA: A Course Logistics Question Answering Dataset" (ACL 2024)
umass-ml4ed/SyllabusQA’s past year of commit activity - tutorbot-dpo Public
Repo for the paper "Training LLM-based Tutors to Improve Student Learning Outcomes in Dialogues".
umass-ml4ed/tutorbot-dpo’s past year of commit activity - dialogue-kt Public
Code for the paper "Exploring Knowledge Tracing in Tutor-Student Dialogues using LLMs" at LAK2025.
umass-ml4ed/dialogue-kt’s past year of commit activity - prompt_distractor_generation_NAACL Public
Official repo for the paper "Exploring Automated Distractor Generation for Math Multiple-choice Questions via Large Language Models" at NAACL 2024 Findings.
umass-ml4ed/prompt_distractor_generation_NAACL’s past year of commit activity - distractor-ranking-BEA Public
An approach for math MCQ distractor generation using overgenerate-and-rank
umass-ml4ed/distractor-ranking-BEA’s past year of commit activity - its_feedback_edm Public
Code repository for "Can Large Language Models Replicate ITS Feedback on Open-Ended Math Questions?" EDM paper
umass-ml4ed/its_feedback_edm’s past year of commit activity