Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data : 15th China National Conference, CCL 2016, and 4th International Symposium, NLP-NABD 2016, Yantai, China, October 15-16, 2016, Proceedings / edited by Maosong Sun, Xuanjing Huang, Hongfei Lin, Zhiyuan Liu, Yang Liu.

Format:

Book

Contributor:

Sun, Maosong, editor.

Huang, Xuanjing, editor.

Lin, Hongfei, 1962- editor.

Liu, Zhiyuan, editor.

Liu, Yang (College teacher), editor.

SpringerLink (Online service)

Series:

Computer Science (Springer-11645)

Lecture notes in computer science. Lecture notes in artificial intelligence ; 10035.

Lecture Notes in Artificial Intelligence ; 10035

Language:

English

Subjects (All):

Natural language processing (Computer science).

Artificial intelligence.

Computers.

Natural Language Processing (NLP).

Artificial Intelligence.

Information Systems and Communication Service.

Local Subjects:

Natural Language Processing (NLP).

Artificial Intelligence.

Information Systems and Communication Service.

Physical Description:

1 online resource (XVIII, 460 pages) : 139 illustrations.

Edition:

First edition 2016.

Contained In:

Springer eBooks

Place of Publication:

Cham : Springer International Publishing : Imprint: Springer, 2016.

System Details:

text file PDF

Summary:

This book constitutes the proceedings of the 15th China National Conference on Computational Linguistics, CCL 2016, and the 4th International Symposium on Natural Language Processing Based on Naturally Annotated Big Data, NLP-NABD 2016, held in Yantai City, China, in October 2016. The 29 full papers and 8 short papers presented in this volume were carefully reviewed and selected from 85 submissions. They were organized in topical sections named: semantics; machine translation; multilinguality in NLP; knowledge graph and information extraction; linguistic resource annotation and evaluation; information retrieval and question answering; text classification and summarization; social computing and sentiment analysis; and NLP applications.

Contents:

Semantics

Improving Chinese Semantic Role Labeling with English Proposition Bank

Transition-based Chinese Semantic Dependency Graph Parsing

Improved Graph-based Dependency Parsing via Hierarchical LSTM Networks

Machine Translation

Error Analysis of English-Chinese Machine Translation

I Can Guess What You Mean: A Monolingual Query Enhancement for Machine Translation

Keeping the Meanings of the Source Text: An introduction to Yes Translate

Sentence Alignment Method Based on Maximum Entropy Model Using Anchor Sentences

Using Collaborative Training Method to build Vietnamese Dependency Treebank

Multilinguality in NLP

A Novel Approach to Improve the Mongolian Language Model using Intermediate Characters

Improved Joint Kazakh POS Tagging and Chunking

Coping with problems of Unicoded Traditional Mongolian

Tibetan Person Attributes Extraction Based on BP Neural Network

Semi-supervised Learning for Mongolian Morphological Segmentation

Investigation and use of methods for defining the extends of similarity of Kazakh language sentences

Knowledge graph and information extraction

Recognizing Biomedical Named Entities Based on the Sentence Vector/Twin Word Embeddings Conditioned Bidirectional LSTM

Definition Extraction with LSTM Recurrent Neural Networks

Event Extraction via Bidirectional Long Short-Term Memory Tensor Neural Networks

Chinese Hedge Scope Detection Based on Structure and Semantic Information

Combining Event-level and Cross-event Semantic Information for Event-Oriented Relation Classification by SCNN

Linguistic resource annotation and evaluation

The Constitution of a Fine-Grained Opinion Annotated Corpus on Weibo

The Construction of a Customized Medical Corpus for Assisting Chinese Clinicians in English Research Article Writing

Pages Information retrieval and question answering

Topic-Sentiment Mining from Multiple Text Collections

A New Focus Strategy for Efficient Dialog Management

Text classification and summarization

Recognizing Textual Entailment via Multi-task Knowledge Assisted LSTM

Multilingual Multi-document Summarization with Enhanced hLDA Features

News Abridgement Algorithm Based on Word Alignment and Syntactic Parsing

A Hierarchical LSTM Model for Joint Tasks

Enhancing Neural Disfluency Detection with Hand-crafted Features

Social computing and sentiment analysis

Active Learning for Age Regression in Social Media

A Novel Approach for Discovering Local Community Structure in Networks

Identifying Suspected Cybermob on Tieba

Chinese Sentiment Analysis Exploiting Heterogeneous Segmentations

Towards Scalable Emotion Classification in Microblog Based on Noisy Training Data

NLP Applications

A Bootstrapping Approach to Symptom Entity Extraction on Chinese Electronic Medical Records

Automatic Naming of Speakers in Video via Name-Face Mapping

Image Tag Recommendation via Deep Cross-modal Correlation Mining

Is Local Window Essential for Neural Network based Chinese Word Segmentation .

Other Format:

Printed edition:

ISBN:

978-3-319-47674-2

9783319476742

Access Restriction:

Restricted for use by site license.