Representation Learning for Natural Language Processing
Zhiyuan Liu, Yankai Lin, Maosong Sun
Abstract
This open access book provides an overview of the recent advances in representation learning theory, algorithms and applications for NLP. It also benefit related domains such as machine learning, social network analysis, semantic Web, information retrieval, data mining and computational biology.
Topics & Concepts
Computer scienceRepresentation (politics)Artificial intelligenceNatural language processingSemantic WebFeature learningInformation retrievalMachine learningData sciencePoliticsPolitical scienceLawSemantic Web and OntologiesTopic Modeling