Repositories list

• dialogue-kt

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

  Python

  •

  MIT License

  •1•5•0•0•Updated Dec 10, 2024Dec 10, 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•7•0•0•Updated Dec 10, 2024Dec 10, 2024

• tiktoc

  Public
  Python

  •0•0•0•0•Updated Oct 15, 2024Oct 15, 2024

• divert

  Public
  0•0•0•0•Updated Sep 26, 2024Sep 26, 2024

• SyllabusQA

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

  0•4•1•0•Updated Aug 9, 2024Aug 9, 2024

• distractor-ranking-BEA

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

  Python

  •0•3•0•0•Updated Jul 17, 2024Jul 17, 2024

• its_feedback_edm

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

  Python

  •0•1•0•0•Updated Jul 8, 2024Jul 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.

  Python

  •1•9•0•0•Updated Jul 8, 2024Jul 8, 2024

• InfoOIRT

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

  0•0•0•0•Updated May 10, 2024May 10, 2024

• RetICL

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

  Python

  •1•2•0•0•Updated May 9, 2024May 9, 2024

• socratic-quest-gen

  Public
  Socratic Question Generation for code debugging

  Python

  •0•4•1•0•Updated May 7, 2024May 7, 2024

• question-gen-aug-ranking

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

  nlpmachine-learningpytorch+ 2question-generationbea-workshop

  Python

  •

  Creative Commons Zero v1.0 Universal

  •0•7•0•0•Updated Dec 21, 2023Dec 21, 2023

• test_case_generation

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

  test-case-generationiterative-refinementlarge-language-models+ 1aaai2024-ai4ed

  Java

  •0•1•0•0•Updated Dec 18, 2023Dec 18, 2023

• naep_math_challenge

  Public
  Python

  •0•0•0•1•Updated Aug 22, 2023Aug 22, 2023

• mathGPT

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

  Python

  •4•33•0•0•Updated Jul 16, 2023Jul 16, 2023

• CogTutorBugs

  Public
  0•3•0•0•Updated Jun 27, 2023Jun 27, 2023

• Neurips-Challenge-22

  Public
  UMass Amherst ML4Ed lab submission for Neurips Casual Modeling challenge

  knowledge-tracingcausal-discovery

  Python

  •1•0•0•0•Updated May 3, 2023May 3, 2023

• C-BOBCAT

  Public
  Python

  •0•0•0•0•Updated Apr 27, 2023Apr 27, 2023