2022
Improving Embeddings Representations for Comparing Higher Education Curricula: A Use Case in Computing
EMNLP 2022main
We propose an approach for comparing curricula of study programs in higher education. Pre-trained word embeddings are fine-tuned in a study program classification task, where each curriculum is represented by the names and content of its courses. By combining metric learning with a novel course-guid…