Natural Language Processing and Chinese Computing

Table of Contents

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   Book Overview
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   Chapter 1 DCA: Diversified Co-attention Towards Informative Live Video Commenting
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   Chapter 2 The Sentencing-Element-Aware Model for Explainable Term-of-Penalty Prediction
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   Chapter 3 Referring Expression Generation via Visual Dialogue
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   Chapter 4 Hierarchical Multimodal Transformer with Localness and Speaker Aware Attention for Emotion Recognition in Conversations
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   Chapter 5 Generating Emotional Social Chatbot Responses with a Consistent Speaking Style
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   Chapter 6 An Interactive Two-Pass Decoding Network for Joint Intent Detection and Slot Filling
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   Chapter 7 RuKBC-QA: A Framework for Question Answering over Incomplete KBs Enhanced with Rules Injection
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   Chapter 8 Syntax-Guided Sequence to Sequence Modeling for Discourse Segmentation
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    Chapter 9 Macro Discourse Relation Recognition via Discourse Argument Pair Graph
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    Chapter 10 Dependency Parsing with Noisy Multi-annotation Data
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    Chapter 11 Joint Bilinear End-to-End Dependency Parsing with Prior Knowledge
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    Chapter 12 Multi-layer Joint Learning of Chinese Nested Named Entity Recognition Based on Self-attention Mechanism
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    Chapter 13 Adversarial BiLSTM-CRF Architectures for Extra-Propositional Scope Resolution
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    Chapter 14 Analyzing Relational Semantics of Clauses in Chinese Discourse Based on Feature Structure
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    Chapter 15 Efficient Lifelong Relation Extraction with Dynamic Regularization
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    Chapter 16 Collective Entity Disambiguation Based on Deep Semantic Neighbors and Heterogeneous Entity Correlation
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    Chapter 17 Boosting Cross-lingual Entity Alignment with Textual Embedding
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    Chapter 18 Label Embedding Enhanced Multi-label Sequence Generation Model
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    Chapter 19 Ensemble Distilling Pretrained Language Models for Machine Translation Quality Estimation
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    Chapter 20 Weaken Grammatical Error Influence in Chinese Grammatical Error Correction
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    Chapter 21 Encoding Sentences with a Syntax-Aware Self-attention Neural Network for Emotion Distribution Prediction
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    Chapter 22 Hierarchical Multi-view Attention for Neural Review-Based Recommendation
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    Chapter 23 Negative Feedback Aware Hybrid Sequential Neural Recommendation Model
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    Chapter 24 MSReNet: Multi-step Reformulation for Open-Domain Question Answering
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    Chapter 25 ProphetNet-Ads: A Looking Ahead Strategy for Generative Retrieval Models in Sponsored Search Engine
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    Chapter 26 LARQ: Learning to Ask and Rewrite Questions for Community Question Answering
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    Chapter 27 Abstractive Summarization via Discourse Relation and Graph Convolutional Networks
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    Chapter 28 Chinese Question Classification Based on ERNIE and Feature Fusion
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    Chapter 29 An Abstractive Summarization Method Based on Global Gated Dual Encoder
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    Chapter 30 Rumor Detection on Hierarchical Attention Network with User and Sentiment Information
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    Chapter 31 Measuring the Semantic Stability of Word Embedding
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    Chapter 32 Task-to-Task Transfer Learning with Parameter-Efficient Adapter
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    Chapter 33 Key-Elements Graph Constructed with Evidence Sentence Extraction for Gaokao Chinese
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    Chapter 34 Knowledge Inference Model of OCR Conversion Error Rules Based on Chinese Character Construction Attributes Knowledge Graph
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    Chapter 35 Interpretable Machine Learning Based on Integration of NLP and Psychology in Peer-to-Peer Lending Risk Evaluation
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    Chapter 36 Algorithm Bias Detection and Mitigation in Lenovo Face Recognition Engine
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    Chapter 37 Path-Based Visual Explanation
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    Chapter 38 Feature Store for Enhanced Explainability in Support Ticket Classification
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    Chapter 39 Incorporating Lexicon for Named Entity Recognition of Traditional Chinese Medicine Books
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    Chapter 40 Anaphora Resolution in Chinese for Analysis of Medical Q&A Platforms
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    Chapter 41 Weighted Pre-trained Language Models for Multi-Aspect-Based Multi-Sentiment Analysis
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    Chapter 42 Iterative Strategy for Named Entity Recognition with Imperfect Annotations
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    Chapter 43 The Solution of Huawei Cloud & Noah’s Ark Lab to the NLPCC-2020 Challenge: Light Pre-Training Chinese Language Model for NLP Task
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    Chapter 44 DuEE: A Large-Scale Dataset for Chinese Event Extraction in Real-World Scenarios
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    Chapter 45 Transformer-Based Multi-aspect Modeling for Multi-aspect Multi-sentiment Analysis
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    Chapter 46 Overview of the NLPCC 2020 Shared Task: AutoIE
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    Chapter 47 Light Pre-Trained Chinese Language Model for NLP Tasks
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    Chapter 48 Overview of the NLPCC 2020 Shared Task: Multi-Aspect-Based Multi-Sentiment Analysis (MAMS)