Skip to content
@umass-ml4ed

ML4ED

Machine Learning for Education (ML4ED) lab at the University of Massachusetts Amherst led by Prof. Andrew Lan

Pinned Loading

  1. mathGPT mathGPT Public

    A GPT-based generative LM for combined text and math formulas, leveraging tree-based formula encoding.

    Python 39 5

  2. question-gen-aug-ranking question-gen-aug-ranking Public

    Official repo for "Improving Reading Comprehension Question Generation with Data Augmentation and Overgenerate-and-rank" (ACL BEA workshop 2023)

    Python 7

  3. feedback-gen-dpo feedback-gen-dpo Public

    Official repo for "Improving the Validity of Automatically Generated Feedback via Reinforcement Learning" (AIED 2024). For generating math feedback using DPO to improve pedagogical alignment and ma…

    Python 10 1

  4. SyllabusQA SyllabusQA Public

    Official dataset and code for "SyllabusQA: A Course Logistics Question Answering Dataset" (ACL 2024)

    Python 5

  5. divert divert Public

    Official implementation of "DiVERT: Distractor Generation with Variational Errors Represented as Text for Math Multiple-choice Questions" (EMNLP 2024)

    Python 1

  6. tiktoc tiktoc Public

    Official repo for "Test Case-Informed Knowledge Tracing for Open-ended Coding Tasks" (LAK2025)

    Python 2 1

Repositories

Showing 10 of 22 repositories

Top languages

Loading…

Most used topics

Loading…