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@umass-ml4ed

umass-ml4ed

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  1. mathGPT mathGPT Public

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

    Python 33 4

  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

    Generating math feedback using direct preference optimization for high alignment and mathematical accuracy

    Python 7 1

  4. SyllabusQA SyllabusQA Public

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

    1

Repositories

Showing 10 of 18 repositories
  • 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
    Python 1 0 1 0 Updated Oct 1, 2024
  • dialogue-kt Public

    Repository for the paper "Exploring Knowledge Tracing in Tutor-Student Dialogues".

    umass-ml4ed/dialogue-kt’s past year of commit activity
    Python 0 0 0 0 Updated Sep 29, 2024
  • tiktoc Public
    umass-ml4ed/tiktoc’s past year of commit activity
    0 0 0 0 Updated Sep 27, 2024
  • divert Public
    umass-ml4ed/divert’s past year of commit activity
    0 0 0 0 Updated Sep 26, 2024
  • 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
    1 0 0 0 Updated Aug 9, 2024
  • 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
    Python 2 0 0 0 Updated Jul 17, 2024
  • 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
    Python 1 0 0 0 Updated Jul 8, 2024
  • feedback-gen-dpo Public

    Generating math feedback using direct preference optimization for high alignment and mathematical accuracy

    umass-ml4ed/feedback-gen-dpo’s past year of commit activity
    Python 7 1 0 0 Updated Jul 8, 2024
  • InfoOIRT Public

    An original implementation of "Interpreting Latent Student Knowledge Representations in Programming Assignments" (EDM 2024)

    umass-ml4ed/InfoOIRT’s past year of commit activity
    0 0 0 0 Updated May 10, 2024
  • RetICL Public

    Official code for the paper "RetICL: Sequential Retrieval of In-Context Examples with Reinforcement Learning"

    umass-ml4ed/RetICL’s past year of commit activity
    Python 2 1 0 0 Updated May 9, 2024
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