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Representation Learning for Natural Language Processing

Yankai Lin , Zhiyuan Liu , Maosong Sun

This book provides an overview of the recent advances in representation learning theory, algorithms, and applications for natural language processing (NLP), ranging from word embeddings to pre-trained language models. It is divided into four parts. Part I presents the...

2023-08-23 |

Springer



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Representation Learning for Natural Language Processing

Yankai Lin , Zhiyuan Liu , Maosong Sun

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...

2020-07-03 |

Springer



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