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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
  2. Altmetric Badge
    Chapter 1 FAQ-Based Question Answering via Knowledge Anchors
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    Chapter 2 Deep Hierarchical Attention Flow for Visual Commonsense Reasoning
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    Chapter 3 Dynamic Reasoning Network for Multi-hop Question Answering
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    Chapter 4 Memory Attention Neural Network for Multi-domain Dialogue State Tracking
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    Chapter 5 Learning to Answer Word-Meaning-Explanation Questions for Chinese Gaokao Reading Comprehension
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    Chapter 6 Enhancing Multi-turn Dialogue Modeling with Intent Information for E-Commerce Customer Service
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    Chapter 7 Robust Spoken Language Understanding with RL-Based Value Error Recovery
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    Chapter 8 A Large-Scale Chinese Short-Text Conversation Dataset
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    Chapter 9 DVDGCN: Modeling Both Context-Static and Speaker-Dynamic Graph for Emotion Recognition in Multi-speaker Conversations
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    Chapter 10 Nominal Compound Chain Extraction: A New Task for Semantic-Enriched Lexical Chain
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    Chapter 11 A Hybrid Model for Community-Oriented Lexical Simplification
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    Chapter 12 Multimodal Aspect Extraction with Region-Aware Alignment Network
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    Chapter 13 NER in Threat Intelligence Domain with TSFL
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    Chapter 14 Enhancing the Numeracy of Word Embeddings: A Linear Algebraic Perspective
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    Chapter 15 Is POS Tagging Necessary or Even Helpful for Neural Dependency Parsing?
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    Chapter 16 A Span-Based Distantly Supervised NER with Self-learning
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    Chapter 17 A Passage-Level Text Similarity Calculation
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    Chapter 18 Using Active Learning to Improve Distantly Supervised Entity Typing in Multi-source Knowledge Bases
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    Chapter 19 TransBidiFilter: Knowledge Embedding Based on a Bidirectional Filter
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    Chapter 20 Applying Model Fusion to Augment Data for Entity Recognition in Legal Documents
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    Chapter 21 Combining Knowledge Graph Embedding and Network Embedding for Detecting Similar Mobile Applications
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    Chapter 22 CMeIE: Construction and Evaluation of Chinese Medical Information Extraction Dataset
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    Chapter 23 Document-Level Event Subject Pair Recognition
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    Chapter 24 Knowledge Enhanced Opinion Generation from an Attitude
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    Chapter 25 MTNE: A Multitext Aware Network Embedding for Predicting Drug-Drug Interaction
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    Chapter 26 Learning to Generate Representations for Novel Words: Mimic the OOV Situation in Training
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    Chapter 27 Reinforcement Learning for Named Entity Recognition from Noisy Data
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    Chapter 28 Flexible Parameter Sharing Networks
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    Chapter 29 An Investigation on Different Underlying Quantization Schemes for Pre-trained Language Models
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    Chapter 30 A Survey of Sentiment Analysis Based on Machine Learning
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    Chapter 31 Incorporating Named Entity Information into Neural Machine Translation
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    Chapter 32 Non-autoregressive Neural Machine Translation with Distortion Model
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    Chapter 33 Incorporating Phrase-Level Agreement into Neural Machine Translation
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    Chapter 34 Improving Unsupervised Neural Machine Translation with Dependency Relationships
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    Chapter 35 Incorporating Knowledge and Content Information to Boost News Recommendation
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    Chapter 36 Multi-domain Transfer Learning for Text Classification
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    Chapter 37 A Cross-Layer Connection Based Approach for Cross-Lingual Open Question Answering
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    Chapter 38 Learning to Consider Relevance and Redundancy Dynamically for Abstractive Multi-document Summarization
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    Chapter 39 A Submodular Optimization-Based VAE-Transformer Framework for Paraphrase Generation
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    Chapter 40 MixLab: An Informative Semi-supervised Method for Multi-label Classification
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    Chapter 41 A Noise Adaptive Model for Distantly Supervised Relation Extraction
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    Chapter 42 CLTS: A New Chinese Long Text Summarization Dataset
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    Chapter 43 Lightweight Multiple Perspective Fusion with Information Enriching for BERT-Based Answer Selection
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    Chapter 44 Stance Detection with Stance-Wise Convolution Network
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    Chapter 45 Emotion-Cause Joint Detection: A Unified Network with Dual Interaction for Emotion Cause Analysis
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    Chapter 46 Incorporating Temporal Cues and AC-GCN to Improve Temporal Relation Classification
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    Chapter 47 Event Detection with Document Structure and Graph Modelling
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    Chapter 48 AFPun-GAN: Ambiguity-Fluency Generative Adversarial Network for Pun Generation
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    Chapter 49 Author Name Disambiguation Based on Rule and Graph Model
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    Chapter 50 Opinion Transmission Network for Jointly Improving Aspect-Oriented Opinion Words Extraction and Sentiment Classification
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    Chapter 51 Label-Wise Document Pre-training for Multi-label Text Classification
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    Chapter 52 Hierarchical Sequence Labeling Model for Aspect Sentiment Triplet Extraction
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    Chapter 53 Knowledge-Aware Method for Confusing Charge Prediction
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    Chapter 54 Aggressive Language Detection with Joint Text Normalization via Adversarial Multi-task Learning
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    Chapter 55 A Cross-Modal Classification Dataset on Social Network
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    Chapter 56 Sentiment Analysis on Chinese Weibo Regarding COVID-19
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    Chapter 57 Pairwise Causality Structure: Towards Nested Causality Mining on Financial Statements
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    Chapter 58 Word Graph Network: Understanding Obscure Sentences on Social Media for Violation Comment Detection
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    Chapter 59 Data Augmentation with Reinforcement Learning for Document-Level Event Coreference Resolution
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    Chapter 60 An End-to-End Multi-task Learning Network with Scope Controller for Emotion-Cause Pair Extraction
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    Chapter 61 Clue Extraction for Fine-Grained Emotion Analysis
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    Chapter 62 Multi-domain Sentiment Classification on Self-constructed Indonesian Dataset
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    Chapter 63 Extracting the Collaboration of Entity and Attribute: Gated Interactive Networks for Aspect Sentiment Analysis
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    Chapter 64 Sentence Constituent-Aware Aspect-Category Sentiment Analysis with Graph Attention Networks
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    Chapter 65 SciNER: A Novel Scientific Named Entity Recognizing Framework
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    Chapter 66 Learning Multilingual Topics with Neural Variational Inference
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Title
Natural Language Processing and Chinese Computing
Published by
Springer International Publishing, December 2020
DOI 10.1007/978-3-030-60450-9
ISBNs
978-3-03-060449-3, 978-3-03-060450-9
Editors

Zhu, Xiaodan, Zhang, Min, Hong, Yu, He, Ruifang

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