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@umass-ml4ed

ML4ED

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

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  1. mathGPT mathGPT Public

    A GPT-based generative LM for combined text and math formulas, leveraging tree-based formula encoding. Published as "Tree-Based Representation and Generation of Natural and Mathematical Language" (…

    Python 40 7

  2. dialogue-kt dialogue-kt Public

    Code for the paper "Exploring Knowledge Tracing in Tutor-Student Dialogues using LLMs" at LAK2025.

    Python 24 7

  3. question-gen-aug-ranking question-gen-aug-ranking Public

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

    Python 7

  4. SyllabusQA SyllabusQA Public

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

    Python 5 1

  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 3 2

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