Deep learning in natural language processing / Li Deng, Yang Liu, editors.
"In recent years, deep learning has fundamentally changed the landscapes of a number of areas in artificial intelligence, including speech, vision, natural language, robotics, and game playing. In particular, the striking success of deep learning in a wide variety of natural language processing...
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| Other Authors: | , |
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| Format: | Ebook |
| Language: | English |
| Published: |
Singapore :
Springer,
[2018]
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| Subjects: | |
| Online Access: | Springer eBooks |
Table of Contents:
- A Joint Introduction to Natural Language Processing and to Deep Learning / Li Deng, Yang Liu
- Deep Learning in Conversational Language Understanding / Gokhan Tur, Asli Celikyilmaz, Xiaodong He, Dilek Hakkani-Tür, Li Deng
- Deep Learning in Spoken and Text-Based Dialog Systems / Asli Celikyilmaz, Li Deng, Dilek Hakkani-Tür
- Deep Learning in Lexical Analysis and Parsing / Wanxiang Che, Yue Zhang
- Deep Learning in Knowledge Graph / Zhiyuan Liu, Xianpei Han
- Deep Learning in Machine Translation / Yang Liu, Jiajun Zhang
- Deep Learning in Question Answering / Kang Liu, Yansong Feng
- Deep Learning in Sentiment Analysis / Duyu Tang, Meishan Zhang
- Deep Learning in Social Computing / Xin Zhao, Chenliang Li
- Deep Learning in Natural Language Generation from Images / Xiaodong He, Li Deng
- Epilogue: Frontiers of NLP in the Deep Learning Era / Li Deng, Yang Liu.