Overview
- Includes supplementary material: sn.pub/extras
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 9427)
Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)
Included in the following conference series:
- CCL: China National Conference on Chinese Computational Linguistics
- NLP-NABD: International Symposium on Natural Language Processing Based on Naturally Annotated Big Data
Conference proceedings info: CCL 2015, NLP-NABD 2015.
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About this book
This book constitutes the refereed proceedings of the 14th China National Conference on Computational Linguistics, CCL 2014, and of the Third International Symposium on Natural Language Processing Based on Naturally Annotated Big Data, NLP-NABD 2015, held in Guangzhou, China, in November 2015.
The 34 papers presented were carefully reviewed and selected from 283 submissions. The papers are organized in topical sections on lexical semantics and ontologies; semantics; sentiment analysis, opinion mining and text classification; machine translation; multilinguality in NLP; machine learning methods for NLP; knowledge graph and information extraction; discourse, coreference and pragmatics; information retrieval and question answering; social computing; NLP applications.
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Keywords
- information extraction
- lexical semantics
- machine translation
- social media
- Web mining
- chinese word segmentation
- deceptive spam detection
- deep neural network
- domain-oriented
- emotion recognition
- knowledge extraction
- language resources
- machine learning
- natural language processing
- neural network
- opinion mining
- semantic knowledge
- social networks
- supervised learning
- topic modeling
Table of contents (34 papers)
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NLP Applications
Other volumes
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Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data
Editors and Affiliations
Bibliographic Information
Book Title: Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data
Book Subtitle: 14th China National Conference, CCL 2015 and Third International Symposium, NLP-NABD 2015, Guangzhou, China, November 13-14, 2015, Proceedings
Editors: Maosong Sun, Zhiyuan Liu, Min Zhang, Yang Liu
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-319-25816-4
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer International Publishing Switzerland 2015
Softcover ISBN: 978-3-319-25815-7Published: 03 November 2015
eBook ISBN: 978-3-319-25816-4Published: 07 November 2015
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XVI, 426
Number of Illustrations: 97 illustrations in colour