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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 32 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

    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 9 1

  4. SyllabusQA SyllabusQA Public

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

    3

Repositories

Showing 10 of 18 repositories
  • dialogue-kt Public

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

    umass-ml4ed/dialogue-kt’s past year of commit activity
    Python 4 MIT 1 0 0 Updated Nov 20, 2024
  • tiktoc Public
    umass-ml4ed/tiktoc’s past year of commit activity
    Python 0 0 0 0 Updated Oct 15, 2024
  • 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 3 0 2 0 Updated Oct 8, 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
    3 0 1 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 3 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

    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 mathematical accuracy.

    umass-ml4ed/feedback-gen-dpo’s past year of commit activity
    Python 9 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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