Deep Learning in Natural Language Processing

Chapter 1: Introduction Li Deng (Microsoft Research), Ming Zhou (Microsoft Research Asia), and Yang Liu (Tsinghua University).- Chapter 2: Deep Learning for Spoken Language Understanding Dilek Hakkani-Tur (Microsoft Research), Asli Celikyilmaz (Microsoft Research), Xiaodong He (Microsoft Research), and Li Deng (Microsoft Research).- Chapter 3: Deep learning for Dialogue Systems Asli Celikyilmaz (Microsoft Research), Dilek Hakkani-Tur (Microsoft Research), and Li Deng (Microsoft Research).- Chapter 4: Deep Learning for Lexical Analysis and Parsing Wanxiang Che (Harbin Institute of Technology) and Yue Zhang (Singapore University of Technology and Design).- Chapter 5: Deep Learning for Knowledge Graph Xianpei Han (Institute of Software, Chinese Academy of Sciences) and Zhiyuan Liu (Tsinghua University).- Chapter 6: Deep Learning for Machine Translation Yang Liu (Tsinghua University) and Jiajun Zhang (Institute of Automation, Chinese Academy of Sciences).- Chapter 7: Deep Learning for Question Answering Kang Liu (Institute of Automation, Chinese Academy of Sciences) and Yansong Feng (Peking University).- Chapter 8: Deep Learning for Sentiment Analysis Duyu Tang (Microsoft Research Asia) and Meishan Zhang (Heilongjiang University).- Chapter 9: Deep Learning for Social Computing Xin Zhao (Renmin University of China) and Chenliang Li (Wuhan University).