Natural Language Processing and Chinese Computing

Table of Contents

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   Book Overview
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   Chapter 1 A Fusion Model of Multi-data Sources for User Profiling in Social Media
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   Chapter 2 First Place Solution for NLPCC 2018 Shared Task User Profiling and Recommendation
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   Chapter 3 Summary++: Summarizing Chinese News Articles with Attention
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   Chapter 4 Paraphrase Identification Based on Weighted URAE, Unit Similarity and Context Correlation Feature
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   Chapter 5 Which Embedding Level is Better for Semantic Representation? An Empirical Research on Chinese Phrases
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   Chapter 6 Improving Word Embeddings for Antonym Detection Using Thesauri and SentiWordNet
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   Chapter 7 Neural Chinese Word Segmentation with Dictionary Knowledge
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   Chapter 8 Recognizing Macro Chinese Discourse Structure on Label Degeneracy Combination Model
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    Chapter 9 LM Enhanced BiRNN-CRF for Joint Chinese Word Segmentation and POS Tagging
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    Chapter 10 Chinese Grammatical Error Correction Using Statistical and Neural Models
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    Chapter 11 Multi-turn Inference Matching Network for Natural Language Inference
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    Chapter 12 From Humour to Hatred: A Computational Analysis of Off-Colour Humour
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    Chapter 13 Classification of the Structure of Square Hmong Characters and Analysis of Its Statistical Properties
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    Chapter 14 Stock Market Trend Prediction Using Recurrent Convolutional Neural Networks
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    Chapter 15 Ensemble of Binary Classification for the Emotion Detection in Code-Switching Text
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    Chapter 16 A Multi-emotion Classification Method Based on BLSTM-MC in Code-Switching Text
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    Chapter 17 Improved Character-Based Chinese Dependency Parsing by Using Stack-Tree LSTM
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    Chapter 18 Neural Question Generation with Semantics of Question Type
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    Chapter 19 A Feature-Enriched Method for User Intent Classification by Leveraging Semantic Tag Expansion
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    Chapter 20 Event Detection via Recurrent Neural Network and Argument Prediction
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    Chapter 21 Employing Multiple Decomposable Attention Networks to Resolve Event Coreference
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    Chapter 22 Cross-Scenario Inference Based Event-Event Relation Detection
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    Chapter 23 SeRI: A Dataset for Sub-event Relation Inference from an Encyclopedia
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    Chapter 24 Densely Connected Bidirectional LSTM with Applications to Sentence Classification
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    Chapter 25 An End-to-End Scalable Iterative Sequence Tagging with Multi-Task Learning
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    Chapter 26 A Comparable Study on Model Averaging, Ensembling and Reranking in NMT
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    Chapter 27 Building Corpus with Emoticons for Sentiment Analysis
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    Chapter 28 Construction of a Multi-dimensional Vectorized Affective Lexicon
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    Chapter 29 Convolution Neural Network with Active Learning for Information Extraction of Enterprise Announcements
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    Chapter 30 Research on Construction Method of Chinese NT Clause Based on Attention-LSTM
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    Chapter 31 The Research and Construction of Complaint Orders Classification Corpus in Mobile Customer Service
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    Chapter 32 The Algorithm of Automatic Text Summarization Based on Network Representation Learning
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    Chapter 33 Semi-supervised Sentiment Classification Based on Auxiliary Task Learning
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    Chapter 34 A Normalized Encoder-Decoder Model for Abstractive Summarization Using Focal Loss
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    Chapter 35 A Relateness-Based Ranking Method for Knowledge-Based Question Answering
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    Chapter 36 A Sequence to Sequence Learning for Chinese Grammatical Error Correction
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    Chapter 37 Ensemble of Neural Networks with Sentiment Words Translation for Code-Switching Emotion Detection
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    Chapter 38 NLPCC 2018 Shared Task User Profiling and Recommendation Method Summary by DUTIR_9148
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    Chapter 39 Overview of NLPCC 2018 Shared Task 1: Emotion Detection in Code-Switching Text
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    Chapter 40 Overview of the NLPCC 2018 Shared Task: Automatic Tagging of Zhihu Questions
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    Chapter 41 Overview of the NLPCC 2018 Shared Task: Grammatical Error Correction
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    Chapter 42 Overview of the NLPCC 2018 Shared Task: Multi-turn Human-Computer Conversations
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    Chapter 43 Overview of the NLPCC 2018 Shared Task: Open Domain QA
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    Chapter 44 Overview of the NLPCC 2018 Shared Task: Single Document Summarization
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    Chapter 45 Overview of the NLPCC 2018 Shared Task: Social Media User Modeling
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    Chapter 46 Overview of the NLPCC 2018 Shared Task: Spoken Language Understanding in Task-Oriented Dialog Systems
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    Chapter 47 WiseTag: An Ensemble Method for Multi-label Topic Classification