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

Florian Mai Lukas Galke Ansgar Scherp

Published in: JCDL (2018)

Keyphrases

deep learning
unsupervised learning
unsupervised feature learning
information retrieval
machine learning
mental models
semantic information
weakly supervised
keywords
probabilistic model
natural images
multiscale
semantic similarity
computer vision
deep architectures
feature space
training set
domain specific