Natural Language Processing and Chinese Computing: 4th CCF Conference, NLPCC 2015, Nanchang, China, October 9-13, 2015, Proceedings

Front Matter....Pages I-XX
Front Matter....Pages 1-1
A Maximum Entropy Approach to Discourse Coherence Modeling....Pages 3-11
Transition-Based Dependency Parsing with Long Distance Collocations....Pages 12-24
Recurrent Neural Networks with External Memory for Spoken Language Understanding....Pages 25-35
Improving Chinese Dependency Parsing with Lexical Semantic Features....Pages 36-46
Front Matter....Pages 47-47
Entity Translation with Collective Inference in Knowledge Graph....Pages 49-63
Stochastic Language Generation Using Situated PCFGs....Pages 64-75
Front Matter....Pages 77-77
Clustering Sentiment Phrases in Product Reviews by Constrained Co-clustering....Pages 79-89
A Cross-Domain Sentiment Classification Method Based on Extraction of Key Sentiment Sentence....Pages 90-101
Convolutional Neural Networks for Correcting English Article Errors....Pages 102-110
Front Matter....Pages 111-111
Automatic Detection of Rumor on Social Network....Pages 113-122
Multimodal Learning Based Approaches for Link Prediction in Social Networks....Pages 123-133
Sentiment Analysis Based on User Tags for Traditional Chinese Medicine in Weibo....Pages 134-145
Predicting User Mention Behavior in Social Networks....Pages 146-158
Convolutional Neural Networks for Multimedia Sentiment Analysis....Pages 159-167
Front Matter....Pages 169-169
An Adaptive Approach to Extract Characters from Digital Ink Text in Chinese Based on Extracted Errors....Pages 171-181
Context-Dependent Metaphor Interpretation Based on Semantic Relatedness....Pages 182-193
Context Vector Model for Document Representation: A Computational Study....Pages 194-206
Front Matter....Pages 207-207
Refine Search Results Based on Desktop Context....Pages 209-218
Incorporating Semantic Knowledge with MRF Term Dependency Model in Medical Document Retrieval....Pages 219-228
A Full-Text Retrieval Algorithm for Encrypted Data in Cloud Storage Applications....Pages 229-241
Front Matter....Pages 207-207
How Different Features Contribute to the Session Search?....Pages 242-253
Front Matter....Pages 255-255
Beyond Your Interests: Exploring the Information Behind User Tags....Pages 257-269
Nonparametric Symmetric Correspondence Topic Models for Multilingual Text Analysis....Pages 270-281
Front Matter....Pages 283-283
Mining RDF from Tables in Chinese Encyclopedias....Pages 285-298
Taxonomy Induction from Chinese Encyclopedias by Combinatorial Optimization....Pages 299-312
Recognition of Person Relation Indicated by Predicates....Pages 313-324
Target Detection and Knowledge Learning for Domain Restricted Question Answering....Pages 325-336
Front Matter....Pages 337-337
An Improved Algorithm of Logical Structure Reconstruction for Re-flowable Document Understanding....Pages 339-346
Mongolian Inflection Suffix Processing in NLP: A Case Study....Pages 347-352
Resolving Coordinate Structures for Chinese Constituent Parsing....Pages 353-361
P-Trie Tree: A Novel Tree Structure for Storing Polysemantic Data....Pages 362-371
Research on the Extraction of Wikipedia-Based Chinese-Khmer Named Entity Equivalents....Pages 372-379
Bilingual Lexicon Extraction with Temporal Distributed Word Representation from Comparable Corpora....Pages 380-387
Bilingually-Constrained Recursive Neural Networks with Syntactic Constraints for Hierarchical Translation Model....Pages 388-395
Document-Level Machine Translation Evaluation Metrics Enhanced with Simplified Lexical Chain....Pages 396-403
Cross-Lingual Tense Tagging Based on Markov Tree Tagging Model....Pages 404-412
Building a Large-Scale Cross-Lingual Knowledge Base from Heterogeneous Online Wikis....Pages 413-420
Refining Kazakh Word Alignment Using Simulation Modeling Methods for Statistical Machine Translation....Pages 421-427
A Local Method for Canonical Correlation Analysis....Pages 428-435
Learning to Rank Microblog Posts for Real-Time Ad-Hoc Search....Pages 436-443
Front Matter....Pages 337-337
Fuzzy-Rough Set Based Multi-labeled Emotion Intensity Analysis for Sentence, Paragraph and Document....Pages 444-452
What Causes Different Emotion Distributions of a Hot Event? A Deep Event-Emotion Analysis System on Microblogs....Pages 453-464
Deceptive Opinion Spam Detection Using Deep Level Linguistic Features....Pages 465-474
Multi-sentence Question Segmentation and Compression for Question Answering....Pages 475-483
A User-Oriented Special Topic Generation System for Digital Newspaper....Pages 484-491
Front Matter....Pages 493-493
Exploiting Heterogeneous Annotations for Weibo Word Segmentation and POS Tagging....Pages 495-506
Entity Recognition and Linking in Chinese Search Queries....Pages 507-519
BosonNLP: An Ensemble Approach for Word Segmentation and POS Tagging....Pages 520-526
Research on Open Domain Question Answering System....Pages 527-540
Overview of the NLPCC 2015 Shared Task: Chinese Word Segmentation and POS Tagging for Micro-blog Texts....Pages 541-549
Overview of the NLPCC 2015 Shared Task: Entity Recognition and Linking in Search Queries....Pages 550-556
Overview of the NLPCC 2015 Shared Task: Weibo-Oriented Chinese News Summarization....Pages 557-561
Overview of the NLPCC 2015 Shared Task: Open Domain QA....Pages 562-570
Front Matter....Pages 571-571
Word Segmentation of Micro Blogs with Bagging....Pages 573-580
Weibo-Oriented Chinese News Summarization via Multi-feature Combination....Pages 581-589
Linking Entities in Chinese Queries to Knowledge Graph....Pages 590-597
A Hybrid Re-ranking Method for Entity Recognition and Linking in Search Queries....Pages 598-605
Back Matter....Pages 607-609