Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data

Table of Contents

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   Book Overview
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   Chapter 1 Building a Collation Element Table for a Large Chinese Character Set in YES
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   Chapter 2 Improved Learning of Chinese Word Embeddings with Semantic Knowledge
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   Chapter 3 Incorporating Word Clustering into Complex Noun Phrase Identification
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   Chapter 4 A Three-Layered Collocation Extraction Tool and Its Application in China English Studies
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   Chapter 5 The Designing and Construction of Domain-oriented Vietnamese-English-Chinese FrameNet
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   Chapter 6 Semantic Role Labeling Using Recursive Neural Network
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   Chapter 7 A Comparative Analysis of Chinese Simile and Metaphor Based on a Large Scale Chinese Corpus
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   Chapter 8 Chinese Textual Entailment Recognition Enhanced with Word Embedding
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    Chapter 9 Negative Emotion Recognition in Spoken Dialogs
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    Chapter 10 Incorporating Sample Filtering into Subject-Based Ensemble Model for Cross-Domain Sentiment Classification
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    Chapter 11 Insight into Multiple References in an MT Evaluation Metric
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    Chapter 12 A Hybrid Sentence Splitting Method by Comma Insertion for Machine Translation with CRF
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    Chapter 13 Domain Adaptation for SMT Using Sentence Weight
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    Chapter 14 Types and Constructions of Exocentric Adjectives in Tibetan
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    Chapter 15 Mongolian Speech Recognition Based on Deep Neural Networks
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    Chapter 16 Tibetan Word Segmentation as Sub-syllable Tagging with Syllable’s Part-of-Speech Property
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    Chapter 17 Learning Distributed Representations of Uyghur Words and Morphemes
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    Chapter 18 EHLLDA: A Supervised Hierarchical Topic Model
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    Chapter 19 Graph-Based Dependency Parsing with Recursive Neural Network
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    Chapter 20 A Neural Network Based Translation Constrained Reranking Model for Chinese Dependency Parsing
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    Chapter 21 Distantly Supervised Neural Network Model for Relation Extraction
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    Chapter 22 Learning Entity Representation for Named Entity Disambiguation
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    Chapter 23 Exploring Recurrent Neural Networks to Detect Named Entities from Biomedical Text
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    Chapter 24 Predicting Implicit Discourse Relations with Purely Distributed Representations
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    Chapter 25 Answer Quality Assessment in CQA Based on Similar Support Sets
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    Chapter 26 Learning to Rank Answers for Definitional Question Answering
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    Chapter 27 A WordNet Expansion-Based Approach for Question Targets Identification and Classification
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    Chapter 28 Clustering Chinese Product Features with Multilevel Similarity
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    Chapter 29 Improving Link Prediction in Social Networks by User Comments and Sentiment Lexicon
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    Chapter 30 Finite-to-Infinite N-Best POMDP for Spoken Dialogue Management
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    Chapter 31 Academic Paper Recommendation Based on Heterogeneous Graph
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    Chapter 32 Learning Document Representation for Deceptive Opinion Spam Detection
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    Chapter 33 A Practical Keyword Recommendation Method Based on Probability in Digital Publication Domain
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    Chapter 34 Automatic Knowledge Extraction and Data Mining from Echo Reports of Pediatric Heart Disease: Application on Clinical Decision Support