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umass-ml4ed

Popular repositories

  1. mathGPT mathGPT Public

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

    Python 30 3

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

    An original implementation of "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 4 1

  4. socratic-quest-gen socratic-quest-gen Public

    Socratic Question Generation for code debugging

    Python 3

  5. CogTutorBugs CogTutorBugs Public

    2

  6. test_case_generation test_case_generation Public

    Code for student-code guided test case generation for CS Education.

    Java 1

Repositories

Showing 10 of 14 repositories
  • distractor-ranking-BEA Public

    An approach for math MCQ distractor generation using overgenerate-and-rank

    Python 1 0 0 0 Updated May 19, 2024
  • InfoOIRT Public

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

    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"

    Python 0 0 0 0 Updated May 9, 2024
  • socratic-quest-gen Public

    Socratic Question Generation for code debugging

    Python 3 0 1 0 Updated May 7, 2024
  • its_feedback_edm Public

    Code repository for "Can Large Language Models Replicate ITS Feedback on Open-Ended Math Questions?" EDM paper

    0 0 0 0 Updated May 7, 2024
  • feedback-gen-dpo Public

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

    Python 4 1 0 0 Updated Apr 29, 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.

    Python 1 0 0 0 Updated Apr 17, 2024
  • question-gen-aug-ranking Public

    An original implementation of "Improving Reading Comprehension Question Generation with Data Augmentation and Overgenerate-and-rank" (ACL BEA workshop 2023)

    Python 7 CC0-1.0 0 0 0 Updated Dec 21, 2023
  • test_case_generation Public

    Code for student-code guided test case generation for CS Education.

    Java 1 0 0 0 Updated Dec 18, 2023
  • naep_math_challenge Public
    Python 0 0 0 1 Updated Aug 22, 2023
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