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Natural Language Processing and Chinese Computing

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Cover of 'Natural Language Processing and Chinese Computing'

Table of Contents

  1. Altmetric Badge
    Book Overview
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    Chapter 1 Jointly Modeling Intent Identification and Slot Filling with Contextual and Hierarchical Information
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    Chapter 2 Augmenting Neural Sentence Summarization Through Extractive Summarization
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    Chapter 3 Cascaded LSTMs Based Deep Reinforcement Learning for Goal-Driven Dialogue
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    Chapter 4 Dialogue Intent Classification with Long Short-Term Memory Networks
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    Chapter 5 An Ensemble Approach to Conversation Generation
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    Chapter 6 First Place Solution for NLPCC 2017 Shared Task Social Media User Modeling
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    Chapter 7 Large-Scale Simple Question Generation by Template-Based Seq2seq Learning
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    Chapter 8 A Dual Attentive Neural Network Framework with Community Metadata for Answer Selection
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    Chapter 9 Geography Gaokao-Oriented Knowledge Acquisition for Comparative Sentences Based on Logic Programming
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    Chapter 10 Chinese Question Classification Based on Semantic Joint Features
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    Chapter 11 A Chinese Question Answering System for Single-Relation Factoid Questions
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    Chapter 12 Enhancing Document-Based Question Answering via Interaction Between Question Words and POS Tags
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    Chapter 13 A Deep Learning Way for Disease Name Representation and Normalization
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    Chapter 14 Externally Controllable RNN for Implicit Discourse Relation Classification
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    Chapter 15 Random Projections with Bayesian Priors
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    Chapter 16 A Convolutional Attention Model for Text Classification
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    Chapter 17 Shortcut Sequence Tagging
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    Chapter 18 Look-Ahead Attention for Generation in Neural Machine Translation
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    Chapter 19 Modeling Indicative Context for Statistical Machine Translation
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    Chapter 20 A Semantic Concept Based Unknown Words Processing Method in Neural Machine Translation
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    Chapter 21 Research on Mongolian Speech Recognition Based on FSMN
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    Chapter 22 Using Bilingual Segments to Improve Interactive Machine Translation
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    Chapter 23 Vietnamese Part of Speech Tagging Based on Multi-category Words Disambiguation Model
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    Chapter 24 Unsupervised Automatic Text Style Transfer Using LSTM
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    Chapter 25 Optimizing Topic Distributions of Descriptions for Image Description Translation
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    Chapter 26 Automatic Document Metadata Extraction Based on Deep Networks
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    Chapter 27 A Semantic Representation Enhancement Method for Chinese News Headline Classification
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    Chapter 28 Abstractive Document Summarization via Neural Model with Joint Attention
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    Chapter 29 An Effective Approach for Chinese News Headline Classification Based on Multi-representation Mixed Model with Attention and Ensemble Learning
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    Chapter 30 Domain-Specific Chinese Word Segmentation with Document-Level Optimization
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    Chapter 31 Will Repeated Reading Benefit Natural Language Understanding?
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    Chapter 32 A Deep Convolutional Neural Model for Character-Based Chinese Word Segmentation
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    Chapter 33 Chinese Zero Pronoun Resolution: A Chain to Chain Approach
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    Chapter 34 Towards Better Chinese Zero Pronoun Resolution from Discourse Perspective
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    Chapter 35 Neural Domain Adaptation with Contextualized Character Embedding for Chinese Word Segmentation
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    Chapter 36 BiLSTM-Based Models for Metaphor Detection
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    Chapter 37 Hyper-Gated Recurrent Neural Networks for Chinese Word Segmentation
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    Chapter 38 Effective Semantic Relationship Classification of Context-Free Chinese Words with Simple Surface and Embedding Features
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    Chapter 39 Classification of Chinese Word Semantic Relations
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    Chapter 40 Identification of Influential Users Based on Topic-Behavior Influence Tree in Social Networks
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    Chapter 41 Hierarchical Dirichlet Processes with Social Influence
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    Chapter 42 A Personality-Aware Followee Recommendation Model Based on Text Semantics and Sentiment Analysis
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    Chapter 43 A Novel Community Detection Method Based on Cluster Density Peaks
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    Chapter 44 Review Rating with Joint Classification and Regression Model
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    Chapter 45 Boosting Collective Entity Linking via Type-Guided Semantic Embedding
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    Chapter 46 Biomedical Domain-Oriented Word Embeddings via Small Background Texts for Biomedical Text Mining Tasks
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    Chapter 47 Homographic Puns Recognition Based on Latent Semantic Structures
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    Chapter 48 Constructing a Chinese Conversation Corpus for Sentiment Analysis
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    Chapter 49 Improving Retrieval Quality Using PRF Mechanism from Event Perspective
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    Chapter 50 An Information Retrieval-Based Approach to Table-Based Question Answering
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    Chapter 51 Building Emotional Conversation Systems Using Multi-task Seq2Seq Learning
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    Chapter 52 NLPCC 2017 Shared Task Social Media User Modeling Method Summary by DUTIR_923
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    Chapter 53 Babbling - The HIT-SCIR System for Emotional Conversation Generation
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    Chapter 54 Unsupervised Slot Filler Refinement via Entity Community Construction
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    Chapter 55 Relation Linking for Wikidata Using Bag of Distribution Representation
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    Chapter 56 Neural Question Generation from Text: A Preliminary Study
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    Chapter 57 Answer Selection in Community Question Answering by Normalizing Support Answers
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    Chapter 58 An Empirical Study on Incorporating Prior Knowledge into BLSTM Framework in Answer Selection
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    Chapter 59 Enhanced Embedding Based Attentive Pooling Network for Answer Selection
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    Chapter 60 A Retrieval-Based Matching Approach to Open Domain Knowledge-Based Question Answering
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    Chapter 61 Improved Compare-Aggregate Model for Chinese Document-Based Question Answering
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    Chapter 62 Transfer Deep Learning for Low-Resource Chinese Word Segmentation with a Novel Neural Network
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    Chapter 63 AHNN: An Attention-Based Hybrid Neural Network for Sentence Modeling
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    Chapter 64 Improving Chinese-English Neural Machine Translation with Detected Usages of Function Words
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    Chapter 65 Using NMT with Grammar Information and Self-taught Mechanism in Translating Chinese Symptom and Disease Terminologies
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    Chapter 66 Learning Bilingual Lexicon for Low-Resource Language Pairs
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    Chapter 67 Exploring the Impact of Linguistic Features for Chinese Readability Assessment
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    Chapter 68 A Semantic-Context Ranking Approach for Community-Oriented English Lexical Simplification
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    Chapter 69 A Multiple Learning Model Based Voting System for News Headline Classification
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    Chapter 70 Extractive Single Document Summarization via Multi-feature Combination and Sentence Compression
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    Chapter 71 A News Headlines Classification Method Based on the Fusion of Related Words
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    Chapter 72 Resolving Chinese Zero Pronoun with Word Embedding
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    Chapter 73 Active Learning for Chinese Word Segmentation on Judgements
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    Chapter 74 Study on the Chinese Word Semantic Relation Classification with Word Embedding
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    Chapter 75 HDP-TUB Based Topic Mining Method for Chinese Micro-blogs
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    Chapter 76 Detecting Deceptive Review Spam via Attention-Based Neural Networks
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    Chapter 77 A Tensor Factorization Based User Influence Analysis Method with Clustering and Temporal Constraint
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    Chapter 78 Cross-Lingual Entity Matching for Heterogeneous Online Wikis
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    Chapter 79 A Unified Probabilistic Model for Aspect-Level Sentiment Analysis
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    Chapter 80 An Empirical Study on Learning Based Methods for User Consumption Intention Classification
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    Chapter 81 Overview of the NLPCC 2017 Shared Task: Chinese Word Semantic Relation Classification
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    Chapter 82 Overview of the NLPCC 2017 Shared Task: Emotion Generation Challenge
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    Chapter 83 Overview of the NLPCC-ICCPOL 2017 Shared Task: Social Media User Modeling
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    Chapter 84 Overview of the NLPCC 2017 Shared Task: Single Document Summarization
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    Chapter 85 Overview of the NLPCC 2017 Shared Task: Chinese News Headline Categorization
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    Chapter 86 Overview of the NLPCC 2017 Shared Task: Open Domain Chinese Question Answering
Overall attention for this book and its chapters
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Mentioned by

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Title
Natural Language Processing and Chinese Computing
Published by
Springer, Cham, January 2017
DOI 10.1007/978-3-319-73618-1
ISBNs
978-3-31-973617-4, 978-3-31-973618-1
Editors

Xuanjing Huang, Jing Jiang, Dongyan Zhao, Yansong Feng, Yu Hong

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The data shown below were collected from the profiles of 6 X users who shared this research output. Click here to find out more about how the information was compiled.
Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 2 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 2 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 1 50%
Student > Doctoral Student 1 50%
Readers by discipline Count As %
Computer Science 2 100%