Deep Learning in Natural Language Processing

Deep Learning in Natural Language Processing

Liu, Yang; Deng, Li

Springer Verlag, Singapore

05/2018

329

Dura

Inglês

9789811052088

15 a 20 dias

688


ebook

Descrição não disponível.
Chapter 1: A Joint Introduction to Natural Language Processing and to Deep Learning.- Chapter 2: Deep Learning in Conversational Language Understanding.- Chapter 3: Deep Learning in Spoken and Text-Based Dialogue Systems.- Chapter 4: Deep Learning in Lexical Analysis and Parsing.- Chapter 5: Deep Learning in Knowledge Graph.- Chapter 6: Deep Learning in Machine Translation.- Chapter 7: Deep Learning in Question Answering.- Chapter 8: Deep Learning in Sentiment Analysis.- Chapter 9: Deep Learning in Social Computing.- Chapter 10: Deep Learning in Natural Language Generation from Images.- 11. Epilogue: Frontiers of NLP in the Deep Learning Era.
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Deep Learning;Natural Language Processing;Recurrent Neural Networks;Speech Language Understanding;Dialogue Systems;Parsing;Machine Translation;Knowledge Graph;Question Answering;Sentiment Analysis;Social Computing;Natural Language Generation;Image Captioning;Neural Embedding;Sequence-to-Sequence;Attention Models