Jiayuan Xie

Diverse Distractor Generation for Constructing High-Quality Multiple Choice Questions

2021 · IEEE/ACM Transactions on Audio Speech and Language Processing

Distractor generation task aims to generate incorrect options (i.e., distractors) for multiple choice questions from an article.Existing methods for this task often utilize a standard encoder-decoder framework. However, these methods often tend to generate semantically …

ExpStar: Towards Automatic Commentary Generation for Multi-discipline Scientific Experiments

2025

Experiment commentary is crucial in describing the experimental procedures, delving into underlying scientific principles, and incorporating content-related safety guidelines. In practice, human teachers rely heavily on subject-specific expertise and invest significant time preparing such commentary. …