Natural Language Processing and Chinese Computing: Third CCF Conference, NLPCC 2014, Shenzhen, China, December 5-9, 2014. Proceedings

✍ Scribed by Chengqing Zong, Jian-Yun Nie, Dongyan Zhao, Yansong Feng (eds.)

• Publisher: Springer-Verlag Berlin Heidelberg
• Year: 2014
• Tongue: English
• Leaves: 491
• Series: Communications in Computer and Information Science 496
• Edition: 1
• Category: Library

✦ Synopsis

This book constitutes the refereed proceedings of the Third CCF Conference, NLPCC 2014, held in Shenzhen, China, in December 2014. The 35 revised full papers presented together with 8 short papers were carefully reviewed and selected from 110 English submissions. The papers are organized in topical sections on fundamentals on language computing; applications on language computing; machine translation and multi-lingual information access; machine learning for NLP; NLP for social media; NLP for search technology and ads; question answering and user interaction; web mining and information extraction.

✦ Table of Contents

Front Matter....Pages -
Bridging the Language Gap: Learning Distributed Semantics for Cross-Lingual Sentiment Classification....Pages 138-149
A Short Texts Matching Method Using Shallow Features and Deep Features....Pages 150-159
A Feature Extraction Method Based on Word Embedding for Word Similarity Computing....Pages 160-167
Word Vector Modeling for Sentiment Analysis of Product Reviews....Pages 168-180
Cross-Lingual Sentiment Classification Based on Denoising Autoencoder....Pages 181-192
Aspect-Object Alignment Using Integer Linear Programming....Pages 193-204
Sentiment Classification of Chinese Contrast Sentences....Pages 205-216
Emotion Classification of Chinese Microblog Text via Fusion of BoW and eVector Feature Representations....Pages 217-228
A Global Generative Model for Chinese Semantic Role Labeling....Pages 1-12
Chinese Comma Disambiguation on K-best Parse Trees....Pages 13-22
Event Schema Induction Based on Relational Co-occurrence over Multiple Documents....Pages 23-33
Negation and Speculation Target Identification....Pages 34-45
An Adjective-Based Embodied Knowledge Net....Pages 46-53
A Method of Density Analysis for Chinese Characters....Pages 54-66
Computing Semantic Relatedness Using a Word-Text Mutual Guidance Model....Pages 67-78
Short Text Feature Enrichment Using Link Analysis on Topic-Keyword Graph....Pages 79-90
Sentence-Length Informed Method for Active Learning Based Resource-Poor Statistical Machine Translation....Pages 91-102
Detection of Loan Words in Uyghur Texts....Pages 103-112
A Novel Rule Refinement Method for SMT through Simulated Post-Editing....Pages 113-122
Case Frame Constraints for Hierarchical Phrase-Based Translation: Japanese-Chinese as an Example....Pages 123-137
Social Media as Sensor in Real World: Geolocate User with Microblog....Pages 229-237
A Novel Calibrated Label Ranking Based Method for Multiple Emotions Detection in Chinese Microblogs....Pages 238-250
Enhance Social Context Understanding with Semantic Chunks....Pages 251-262
Estimating Credibility of User Clicks with Mouse Movement and Eye-Tracking Information....Pages 263-274
Cannabis TREATS cancer : Incorporating Fine-Grained Ontological Relations in Medical Document Ranking....Pages 275-285
A Unified Microblog User Similarity Model for Online Friend Recommendation....Pages 286-298
Weakly-Supervised Occupation Detection for Micro-blogging Users....Pages 299-310
Normalization of Chinese Informal Medical Terms Based on Multi-field Indexing....Pages 311-320
Answer Extraction with Multiple Extraction Engines for Web-Based Question Answering....Pages 321-332
Answering Natural Language Questions via Phrasal Semantic Parsing....Pages 333-344
A Fast and Effective Method for Clustering Large-Scale Chinese Question Dataset....Pages 345-356
A Hybrid Method for Chinese Entity Relation Extraction....Pages 357-367
Linking Entities in Tweets to Wikipedia Knowledge Base....Pages 368-378
Automatic Recognition of Chinese Location Entity....Pages 379-391
Detect Missing Attributes for Entities in Knowledge Bases via Hierarchical Clustering....Pages 392-402
Improved Automatic Keyword Extraction Based on TextRank Using Domain Knowledge....Pages 403-413
A Topic-Based Reordering Model for Statistical Machine Translation....Pages 414-421
Online Chinese-Vietnamese Bilingual Topic Detection Based on RCRP Algorithm with Event Elements....Pages 422-429
Random Walks for Opinion Summarization on Conversations....Pages 430-437
TM-ToT: An Effective Model for Topic Mining from the Tibetan Messages....Pages 438-448
Chinese Microblog Entity Linking System Combining Wikipedia and Search Engine Retrieval Results....Pages 449-456
Emotion Cause Detection with Linguistic Construction in Chinese Weibo Text....Pages 457-464
News Topic Evolution Tracking by Incorporating Temporal Information....Pages 465-472
Back Matter....Pages -

✦ Subjects

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