Tools · MarkTechPost ·
Building a Semantic Search Engine and Open-Status Classifier over the ResearchMath-14k Dataset
A tutorial shows an NLP pipeline for the ResearchMath-14k dataset. It uses TF-IDF, sentence embeddings, UMAP, and K-Means to build a semantic search engine, classify problem open status, and find near-duplicate math problems by similarity.