MarkTechPost - 2026-06-04
1 items collected.
1. Building a Semantic Search Engine and Open-Status Classifier over the ResearchMath-14k Dataset
Author: Sana Hassan
Published: 6/4/2026, 10:24:10 PM
Categories: Artificial Intelligence, Editors Pick, Machine Learning, Staff, Technology, Tutorials
This tutorial walks through a complete NLP pipeline for research-level mathematics. Using the ResearchMath-14k dataset, we extract field-specific keywords with TF-IDF, generate sentence embeddings, visualize the problem landscape with UMAP, cluster with K-Means, build a semantic search engine, and t...