دانلود کتاب Natural Language Understanding and Intelligent Applications: 5th CCF Conference on Natural Language Processing and Chinese Computing, NLPCC 2016, and 24th International Conference on Computer Processing of Oriental Languages, ICCPOL 2016, Kunming, China, December 2–6, 2016, Proceedings

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Front Matter....Pages I-XXII
Front Matter....Pages 1-1
Integrating Structural Context with Local Context for Disambiguating Word Senses....Pages 3-15
Tibetan Multi-word Expressions Identification Framework Based on News Corpora....Pages 16-26
Building Powerful Dependency Parsers for Resource-Poor Languages....Pages 27-38
Bidirectional Long Short-Term Memory with Gated Relevance Network for Paraphrase Identification....Pages 39-50
Syntactic Categorization and Semantic Interpretation of Chinese Nominal Compounds....Pages 51-62
TDSS: A New Word Sense Representation Framework for Information Retrieval....Pages 63-75
A Word Vector Representation Based Method for New Words Discovery in Massive Text....Pages 76-88
Front Matter....Pages 89-89
Better Addressing Word Deletion for Statistical Machine Translation....Pages 91-102
A Simple, Straightforward and Effective Model for Joint Bilingual Terms Detection and Word Alignment in SMT....Pages 103-115
Bilingual Parallel Active Learning Between Chinese and English....Pages 116-128
Study on the English Corresponding Unit of Chinese Clause....Pages 129-140
Research for Uyghur-Chinese Neural Machine Translation....Pages 141-152
MaxSD: A Neural Machine Translation Evaluation Metric Optimized by Maximizing Similarity Distance....Pages 153-161
Automatic Long Sentence Segmentation for Neural Machine Translation....Pages 162-174
Front Matter....Pages 175-175
Topic Segmentation of Web Documents with Automatic Cue Phrase Identification and BLSTM-CNN....Pages 177-188
Multi-task Learning for Gender and Age Prediction on Chinese Microblog....Pages 189-200
Dropout Non-negative Matrix Factorization for Independent Feature Learning....Pages 201-212
Analysing the Semantic Change Based on Word Embedding....Pages 213-223
Learning Word Sense Embeddings from Word Sense Definitions....Pages 224-235
Front Matter....Pages 237-237
Character-Based LSTM-CRF with Radical-Level Features for Chinese Named Entity Recognition....Pages 239-250
Front Matter....Pages 237-237
Improving First Order Temporal Fact Extraction with Unreliable Data....Pages 251-262
Reducing Human Effort in Named Entity Corpus Construction Based on Ensemble Learning and Annotation Categorization....Pages 263-274
A Convolution BiLSTM Neural Network Model for Chinese Event Extraction....Pages 275-287
Detection of Entity Mixture in Knowledge Bases Using Hierarchical Clustering....Pages 288-299
Knowledge Base Question Answering Based on Deep Learning Models....Pages 300-311
An Open Domain Topic Prediction Model for Answer Selection....Pages 312-323
Joint Event Extraction Based on Skip-Window Convolutional Neural Networks....Pages 324-334
Improving Collaborative Filtering with Long-Short Interest Model....Pages 335-346
Front Matter....Pages 347-347
Leveraging Hierarchical Deep Semantics to Classify Implicit Discourse Relations via Mutual Learning Method....Pages 349-359
Transition-Based Discourse Parsing with Multilayer Stack Long Short Term Memory....Pages 360-373
Predicting Implicit Discourse Relation with Multi-view Modeling and Effective Representation Learning....Pages 374-386
A CDT-Styled End-to-End Chinese Discourse Parser....Pages 387-398
Front Matter....Pages 399-399
Events Detection and Temporal Analysis in Social Media....Pages 401-412
Discovering Concept-Level Event Associations from a Text Stream....Pages 413-424
A User Adaptive Model for Followee Recommendation on Twitter....Pages 425-436
Who Will Tweet More? Finding Information Feeders in Twitter....Pages 437-448
Front Matter....Pages 449-449
Discrete and Neural Models for Chinese POS Tagging: Comparison and Combination....Pages 451-460
Improving Word Vector with Prior Knowledge in Semantic Dictionary....Pages 461-469
Adapting Attention-Based Neural Network to Low-Resource Mongolian-Chinese Machine Translation....Pages 470-480
Sentence Similarity on Structural Representations....Pages 481-488
Front Matter....Pages 449-449
Word Sense Disambiguation Using Context Translation....Pages 489-496
Cyrillic Mongolian Named Entity Recognition with Rich Features....Pages 497-505
Purchase Prediction via Machine Learning in Mobile Commerce....Pages 506-513
Exploring Long Tail Data in Distantly Supervised Relation Extraction....Pages 514-522
Detecting Potential Adverse Drug Reactions from Health-Related Social Networks....Pages 523-530
Iterative Integration of Unsupervised Features for Chinese Dependency Parsing....Pages 531-540
Can We Neglect Function Words in Word Embedding?....Pages 541-548
A Similarity Algorithm Based on the Generality and Individuality of Words....Pages 549-558
An Improved Information Gain Algorithm Based on Relative Document Frequency Distribution....Pages 559-567
Finding the True Crowds: User Filtering in Microblogs....Pages 568-574
Learning to Recognize Protected Health Information in Electronic Health Records with Recurrent Neural Network....Pages 575-582
Sentiment Classification of Social Media Text Considering User Attributes....Pages 583-594
Learning from User Feedback for Machine Translation in Real-Time....Pages 595-607
GuideRank: A Guided Ranking Graph Model for Multilingual Multi-document Summarization....Pages 608-620
Fast-Syntax-Matching-Based Japanese-Chinese Limited Machine Translation....Pages 621-630
Value at Risk for Risk Evaluation in Information Retrieval....Pages 631-638
Chinese Paraphrases Acquisition Based on Random Walk N Step....Pages 639-647
A Micro-topic Model for Coreference Resolution Based on Theme-Rheme Structure....Pages 648-656
Learning from LDA Using Deep Neural Networks....Pages 657-664
Relation Classification: CNN or RNN?....Pages 665-675
Front Matter....Pages 677-677
Ensemble of Feature Sets and Classification Methods for Stance Detection....Pages 679-688
Exploiting External Knowledge and Entity Relationship for Entity Search....Pages 689-700
A Flexible and Sentiment-Aware Framework for Entity Search....Pages 701-710
Word Segmentation on Micro-Blog Texts with External Lexicon and Heterogeneous Data....Pages 711-721
Open Domain Question Answering System Based on Knowledge Base....Pages 722-733
Recurrent Neural Word Segmentation with Tag Inference....Pages 734-743
Chinese Word Similarity Computing Based on Combination Strategy....Pages 744-752
An Empirical Study on Chinese Microblog Stance Detection Using Supervised and Semi-supervised Machine Learning Methods....Pages 753-765
Combining Word Embedding and Semantic Lexicon for Chinese Word Similarity Computation....Pages 766-777
Football News Generation from Chinese Live Webcast Script....Pages 778-789
Convolutional Deep Neural Networks for Document-Based Question Answering....Pages 790-797
Research on Summary Sentences Extraction Oriented to Live Sports Text....Pages 798-807
Front Matter....Pages 809-809
Statistical Entity Ranking with Domain Knowledge....Pages 811-818
Study on the Method of Precise Entity Search Based on Baidu’s Query....Pages 819-827
Overview of the NLPCC-ICCPOL 2016 Shared Task: Chinese Word Similarity Measurement....Pages 828-839
Exploring Various Linguistic Features for Stance Detection....Pages 840-847
Overview of Baidu Cup 2016: Challenge on Entity Search....Pages 848-853
A Feature-Rich CRF Segmenter for Chinese Micro-Blog....Pages 854-861
NLPCC 2016 Shared Task Chinese Words Similarity Measure via Ensemble Learning Based on Multiple Resources....Pages 862-869
Overview of the NLPCC-ICCPOL 2016 Shared Task: Sports News Generation from Live Webcast Scripts....Pages 870-875
Front Matter....Pages 809-809
Sports News Generation from Live Webcast Scripts Based on Rules and Templates....Pages 876-884
A Deep Learning Approach for Question Answering Over Knowledge Base....Pages 885-892
Stance Detection in Chinese MicroBlogs with Neural Networks....Pages 893-900
Overview of the NLPCC-ICCPOL 2016 Shared Task: Chinese Word Segmentation for Micro-Blog Texts....Pages 901-906
Overview of NLPCC Shared Task 4: Stance Detection in Chinese Microblogs....Pages 907-916
Combining Deep Learning with Information Retrieval for Question Answering....Pages 917-925
A Hybrid Approach to DBQA....Pages 926-933
A Chinese Question Answering Approach Integrating Count-Based and Embedding-Based Features....Pages 934-941
Overview of the NLPCC-ICCPOL 2016 Shared Task: Open Domain Chinese Question Answering....Pages 942-948
Back Matter....Pages 949-952