Representation Learning for Natural Language Processing

Representation Learning for Natural Language Processing

This open access book provides an overview of the recent advances in representation learning theory, algorithms and applications for natural language processing (NLP). It is divided into three parts. Part I presents the representation learning techniques for multiple language entries, including word...

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Detalhes bibliográficos
Autor principal: Liu, Zhiyuan (auth)
Outros Autores: Lin, Yankai (auth), Sun, Maosong (auth)
Formato: Capítulo de Livro
Publicado em: Springer Nature 2020
Assuntos:
Natural language & machine translation
Computational linguistics
Artificial intelligence
Data mining
Natural Language Processing (NLP)
Computational Linguistics
Artificial Intelligence
Data Mining and Knowledge Discovery
Open Access
Deep Learning
Representation Learning
Knowledge Representation
Word Representation
Document Representation
Big Data
Machine Learning
Natural Language Processing
Expert systems / knowledge-based systems
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