Using Deep Learning for Title-Based Semantic Subject Indexing to Reach Competitive Performance to Full-Text

Published in JCDL, 2018

Recommended citation: Florian Mai, Lukas Galke and Ansgar Scherp. (2018). "Using Deep Learning for Title-Based Semantic Subject Indexing to Reach Competitive Performance to Full-Text." JCDL 2018. https://arxiv.org/abs/1801.06717

We show that title-based text classification can outperform classification based on the full text due to the larger number of available training data.

Download paper here