
Overview
- Includes supplementary material: sn.pub/extras
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 10102)
Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)
Included in the following conference series:
- ICCPOL: International Conference on Computer Processing of Oriental Languages
- NLPCC: CCF International Conference on Natural Language Processing and Chinese Computing
Conference proceedings info: ICCPOL 2016, NLPCC 2016.
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About this book
The 48 revised full papers presented together with 41 short papers were carefully reviewed and selected from 216 submissions. The papers cover fundamental research in language computing, multi-lingual access, web mining/text mining, machine learning for NLP, knowledge graph, NLP for social network, as well as applications in language computing.
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Keywords
- computational linguistics
- information extraction
- machine learning
- semantic matching
- social media
- deep learning
- ensemble learning
- external knowledge
- feature selection
- health-related social network
- information retrieval
- knowledge base
- machine translation
- neural networks
- question answering
- recommender system
- recurrent neural network
- sentiment analysis
- supervised learning
- Web documents
Table of contents (89 papers)
-
Fundamentals on Language Computing
-
Machine Translation and Multi-lingual Information Access
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Machine Learning for NLP
Other volumes
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Natural Language Understanding and Intelligent Applications
Editors and Affiliations
Bibliographic Information
Book Title: Natural Language Understanding and Intelligent Applications
Book Subtitle: 5th CCF Conference on Natural Language Processing and Chinese Computing, NLPCC 2016, and 24th International Conference on Computer Processing of Oriental Languages, ICCPOL 2016, Kunming, China, December 2–6, 2016, Proceedings
Editors: Chin-Yew Lin, Nianwen Xue, Dongyan Zhao, Xuanjing Huang, Yansong Feng
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-319-50496-4
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer International Publishing AG 2016
Softcover ISBN: 978-3-319-50495-7Published: 06 December 2016
eBook ISBN: 978-3-319-50496-4Published: 30 November 2016
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XXII, 952
Number of Illustrations: 377 b/w illustrations
Topics: Natural Language Processing (NLP), Artificial Intelligence, Natural Language Processing (NLP), Information Storage and Retrieval, Information Systems Applications (incl. Internet), Computer Appl. in Administrative Data Processing