umass-ml4ed
Popular repositories
-
question-gen-aug-ranking
question-gen-aug-ranking PublicAn original implementation of "Improving Reading Comprehension Question Generation with Data Augmentation and Overgenerate-and-rank" (ACL BEA workshop 2023)
Python 7
-
feedback-gen-dpo
feedback-gen-dpo PublicGenerating math feedback using direct preference optimization for high alignment and mathematical accuracy
-
socratic-quest-gen
socratic-quest-gen PublicSocratic Question Generation for code debugging
Python 3
-
-
test_case_generation
test_case_generation PublicCode for student-code guided test case generation for CS Education.
Java 1
Repositories
- distractor-ranking-BEA Public
An approach for math MCQ distractor generation using overgenerate-and-rank
-
- its_feedback_edm Public
Code repository for "Can Large Language Models Replicate ITS Feedback on Open-Ended Math Questions?" EDM paper
- feedback-gen-dpo Public
Generating math feedback using direct preference optimization for high alignment and mathematical accuracy
- 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.
- 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)
-
- naep_math_challenge Public