Using Titles vs. Full-Text as Source for Automated Semantic Document Annotation
Published in KCAP, 2017
Recommended citation: Lukas Galke, Florian Mai, Alan Schelten, Dennis Brunsch and Ansgar Scherp. (2017). "Using Deep Learning for Title-Based Semantic Subject Indexing to Reach Competitive Performance to Full-Text." KCAP 2017. https://arxiv.org/abs/1705.05311
We compare different machine learning approaches for text classification from two different modalities, titles and texts.