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

✍ Scribed by Juanzi Li, Heng Ji, Dongyan Zhao, Yansong Feng (eds.)

• Publisher: Springer International Publishing
• Year: 2015
• Tongue: English
• Leaves: 612
• Series: Lecture Notes in Computer Science 9362
• Edition: 1
• Category: Library

✦ Synopsis

This book constitutes the refereed proceedings of the 4th CCF Conference, NLPCC 2015, held in Nanchang, China, in October 2015.

The 35 revised full papers presented together with 22 short papers were carefully reviewed and selected from 238 submissions. The papers are organized in topical sections on fundamentals on language computing; applications on language computing; NLP for search technology and ads; web mining; knowledge acquisition and information extraction.

✦ Table of Contents

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

✦ Subjects

Language Translation and Linguistics; Information Systems Applications (incl. Internet); Multimedia Information Systems; Information Storage and Retrieval; Database Management; Data Mining and Knowledge Discovery