Natural Language Processing and Chinese Computing: Second CCF Conference, NLPCC 2013, Chongqing, China, November 15-19, 2013, Proceedings

✍ Scribed by Ke Wu, Zhiqiang Gao, Cheng Peng, Xiao Wen (auth.), Guodong Zhou, Juanzi Li, Dongyan Zhao, Yansong Feng (eds.)

• Publisher: Springer-Verlag Berlin Heidelberg
• Year: 2013
• Tongue: English
• Leaves: 469
• Series: Communications in Computer and Information Science 400
• Edition: 1
• Category: Library

✦ Synopsis

This book constitutes the refereed proceedings of the Second CCF Conference on Natural Language Processing and Chinese Computing, NLPCC 2013, held in Chongqing, China, during November 2013. The 31 revised full papers presented together with three keynote talks and 13 short papers were carefully reviewed and selected from 203 submissions. The papers are organized in topical sections on fundamentals on language computing; applications on language computing; machine learning for NLP; machine translation and multi-lingual information access; NLP for social media and web mining, knowledge acquisition; NLP for search technology and ads; NLP fundamentals; NLP applications; NLP for social media.

✦ Table of Contents

Front Matter....Pages -
Text Window Denoising Autoencoder: Building Deep Architecture for Chinese Word Segmentation....Pages 1-12
Language Model for Cyrillic Mongolian to Traditional Mongolian Conversion....Pages 13-18
Sentence Compression Based on ILP Decoding Method....Pages 19-29
Chinese Negation and Speculation Detection with Conditional Random Fields....Pages 30-40
Chinese Argument Extraction Based on Trigger Mapping....Pages 41-49
Exploring Multiple Chinese Word Segmentation Results Based on Linear Model....Pages 50-59
A Unified Framework for Emotional Elements Extraction Based on Finite State Matching Machine....Pages 60-71
Structure-Based Web Access Method for Ancient Chinese Characters....Pages 72-82
Simulated Spoken Dialogue System Based on IOHMM with User History....Pages 83-92
A Mixed Model for Cross Lingual Opinion Analysis....Pages 93-104
Semi-supervised Text Categorization by Considering Sufficiency and Diversity....Pages 105-115
Pseudo In-Domain Data Selection from Large-Scale Web Corpus for Spoken Language Translation....Pages 116-126
Discriminative Latent Variable Based Classifier for Translation Error Detection....Pages 127-138
Incorporating Entities in News Topic Modeling....Pages 139-150
An Efficient Framework to Extract Parallel Units from Comparable Data....Pages 151-163
A Method to Construct Chinese-Japanese Named Entity Translation Equivalents Using Monolingual Corpora....Pages 164-175
Collective Corpus Weighting and Phrase Scoring for SMT Using Graph-Based Random Walk....Pages 176-187
A Simple, Fast Strategy for Weighted Alignment Hypergraph....Pages 188-199
Research on Building Family Networks Based on Bootstrapping and Coreference Resolution....Pages 200-211
Learning Sentence Representation for Emotion Classification on Microblogs....Pages 212-223
Every Term Has Sentiment: Learning from Emoticon Evidences for Chinese Microblog Sentiment Analysis....Pages 224-235
Active Learning for Cross-Lingual Sentiment Classification....Pages 236-246
Expanding User Features with Social Relationships in Social Recommender Systems....Pages 247-254
A Hybrid Approach for Extending Ontology from Text....Pages 255-265
Linking Entities in Short Texts Based on a Chinese Semantic Knowledge Base....Pages 266-276
Entity Linking from Microblogs to Knowledge Base Using ListNet Algorithm....Pages 277-287
Automatic Assessment of Information Disclosure Quality in Chinese Annual Reports....Pages 288-298
A Fast Matching Method Based on Semantic Similarity for Short Texts....Pages 299-309
Query Generation Techniques for Patent Prior-Art Search in Multiple Languages....Pages 310-321
Improve Web Search Diversification with Intent Subtopic Mining....Pages 322-333
Understanding Temporal Intent of User Query Based on Time-Based Query Classification....Pages 334-345
Research on Semantic-Based Passive Transformation in Chinese-English Machine Translation....Pages 346-354
Research of an Improved Algorithm for Chinese Word Segmentation Dictionary Based on Double-Array Trie Tree....Pages 355-362
Study on Tibetan Word Segmentation as Syllable Tagging....Pages 363-369
The Spoken/Written Language Classification of English Sentences with Bilingual Information....Pages 370-377
Design and Implementation of News-Oriented Automatic Summarization System Based on Chinese RSS....Pages 378-385
Grey Relational Analysis for Query Expansion....Pages 386-393
A Comprehensive Method for Text Summarization Based on Latent Semantic Analysis....Pages 394-401
A Time-Sensitive Model for Microblog Retrieval....Pages 402-409
Feature Analysis in Microblog Retrieval Based on Learning to Rank....Pages 410-416
Opinion Sentence Extraction and Sentiment Analysis for Chinese Microblogs....Pages 417-423
Research on the Opinion Mining System for Massive Social Media Data....Pages 424-431
Grammatical Phrase-Level Opinion Target Extraction on Chinese Microblog Messages....Pages 432-439
Simple Yet Effective Method for Entity Linking in Microblog-Genre Text....Pages 440-447
Back Matter....Pages -

✦ Subjects

Language Translation and Linguistics; User Interfaces and Human Computer Interaction; Multimedia Information Systems; Document Preparation and Text Processing; Computer Applications