umass-ml4ed Goto Github PK

c-bobcat

cogtutorbugs

distractor-ranking-bea

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

feedback-gen-dpo

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

infooirt

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

its_feedback_edm

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

mathgpt

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

naep_math_challenge

neurips-challenge-22

UMass Amherst ML4Ed lab submission for Neurips Casual Modeling challenge

prompt_distractor_generation_naacl

Official repo for the paper "Exploring Automated Distractor Generation for Math Multiple-choice Questions via Large Language Models" at NAACL 2024 Findings.

question-gen-aug-ranking

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

reticl

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

socratic-quest-gen

Socratic Question Generation for code debugging

syllabusqa

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

test_case_generation

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