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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 Exploiting Word Semantics to Enrich Character Representations of Chinese Pre-trained Models
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    Chapter 2 PGBERT: Phonology and Glyph Enhanced Pre-training for Chinese Spelling Correction
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    Chapter 3 MCER: A Multi-domain Dataset for Sentence-Level Chinese Ellipsis Resolution
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    Chapter 4 Two-Layer Context-Enhanced Representation for Better Chinese Discourse Parsing
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    Chapter 5 How Effective and Robust is Sentence-Level Data Augmentation for Named Entity Recognition?
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    Chapter 6 Random Concatenation: A Simple Data Augmentation Method for Neural Machine Translation
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    Chapter 7 Contrastive Learning for Robust Neural Machine Translation with ASR Errors
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    Chapter 8 An Enhanced New Word Identification Approach Using Bilingual Alignment
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    Chapter 9 Multi-task Learning with Auxiliary Cross-attention Transformer for Low-Resource Multi-dialect Speech Recognition
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    Chapter 10 Regularized Contrastive Learning of Semantic Search
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    Chapter 11 Kformer: Knowledge Injection in Transformer Feed-Forward Layers
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    Chapter 12 Doge Tickets: Uncovering Domain-General Language Models by Playing Lottery Tickets
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    Chapter 13 BART-Reader: Predicting Relations Between Entities via Reading Their Document-Level Context Information
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    Chapter 14 DuEE-Fin: A Large-Scale Dataset for Document-Level Event Extraction
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    Chapter 15 Temporal Relation Extraction on Time Anchoring and Negative Denoising
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    Chapter 16 Label Semantic Extension for Chinese Event Extraction
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    Chapter 17 QuatSE: Spherical Linear Interpolation of Quaternion for Knowledge Graph Embeddings
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    Chapter 18 Entity Difference Modeling Based Entity Linking for Question Answering over Knowledge Graphs
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    Chapter 19 BG-EFRL: Chinese Named Entity Recognition Method and Application Based on Enhanced Feature Representation
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    Chapter 20 TEMPLATE: TempRel Classification Model Trained with Embedded Temporal Relation Knowledge
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    Chapter 21 Dual Interactive Attention Network for Joint Entity and Relation Extraction
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    Chapter 22 Adversarial Transfer Learning for Named Entity Recognition Based on Multi-Head Attention Mechanism and Feature Fusion
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    Chapter 23 Rethinking the Value of Gazetteer in Chinese Named Entity Recognition
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    Chapter 24 Adversarial Transfer for Classical Chinese NER with Translation Word Segmentation
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    Chapter 25 ArgumentPrompt: Activating Multi-category of Information for Event Argument Extraction with Automatically Generated Prompts
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    Chapter 26 Topic-Features for Dialogue Summarization
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    Chapter 27 Adversarial Fine-Grained Fact Graph for Factuality-Oriented Abstractive Summarization
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    Chapter 28 Retrieval, Selection and Writing: A Three-Stage Knowledge Grounded Storytelling Model
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    Chapter 29 An Adversarial Approach for Unsupervised Syntax-Guided Paraphrase Generation
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    Chapter 30 Online Self-boost Learning for Chinese Grammatical Error Correction
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    Chapter 31 Coarse-to-Fine Retriever for Better Open-Domain Question Answering
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    Chapter 32 LoCSGN: Logic-Contrast Semantic Graph Network for Machine Reading Comprehension
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    Chapter 33 Modeling Temporal-Sensitive Information for Complex Question Answering over Knowledge Graphs
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    Chapter 34 Knowledge-Enhanced Iterative Instruction Generation and Reasoning for Knowledge Base Question Answering
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    Chapter 35 MedDG: An Entity-Centric Medical Consultation Dataset for Entity-Aware Medical Dialogue Generation
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    Chapter 36 DialogueTRGAT: Temporal and Relational Graph Attention Network for Emotion Recognition in Conversations
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    Chapter 37 Training Two-Stage Knowledge-Grounded Dialogues with Attention Feedback
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    Chapter 38 Generating Emotional Responses with DialoGPT-Based Multi-task Learning
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    Chapter 39 A Multibias-Mitigated and Sentiment Knowledge Enriched Transformer for Debiasing in Multimodal Conversational Emotion Recognition
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    Chapter 40 Aspect-Specific Context Modeling for Aspect-Based Sentiment Analysis
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    Chapter 41 Memeplate: A Chinese Multimodal Dataset for Humor Understanding in Meme Templates
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    Chapter 42 FuncSA: Function Words-Guided Sentiment-Aware Attention for Chinese Sentiment Analysis
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    Chapter 43 Prompt-Based Generative Multi-label Emotion Prediction with Label Contrastive Learning
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    Chapter 44 Unimodal and Multimodal Integrated Representation Learning via Improved Information Bottleneck for Multimodal Sentiment Analysis
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    Chapter 45 Learning Emotion-Aware Contextual Representations for Emotion-Cause Pair Extraction
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    Chapter 46 Teaching Text Classification Models Some Common Sense via Q &A Statistics: A Light and Transplantable Approach
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    Chapter 47 Generative Text Steganography via Multiple Social Network Channels Based on Transformers
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    Chapter 48 MGCN: A Novel Multi-Graph Collaborative Network for Chinese NER
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    Chapter 49 Joint Optimization of Multi-vector Representation with Product Quantization
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    Chapter 50 Distill-AER: Fine-Grained Address Entity Recognition from Spoken Dialogue via Knowledge Distillation
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    Chapter 51 KGAT : An Enhanced Graph-Based Model for Text Classification
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    Chapter 52 Automatic Academic Paper Rating Based on Modularized Hierarchical Attention Network
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    Chapter 53 PromptAttack: Prompt-Based Attack for Language Models via Gradient Search
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    Chapter 54 A Joint Label-Enhanced Representation Based on Pre-trained Model for Charge Prediction
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    Chapter 55 Multi-view Document Clustering with Joint Contrastive Learning
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    Chapter 56 A Multi-step Attention and Multi-level Structure Network for Multimodal Sentiment Analysis
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    Chapter 57 ADS-Cap: A Framework for Accurate and Diverse Stylized Captioning with Unpaired Stylistic Corpora
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    Chapter 58 MCIC: Multimodal Conversational Intent Classification for E-commerce Customer Service
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    Chapter 59 KBRTE: A Deep Learning Model for Chinese Textual Entailment Recognition Based on Synonym Expansion and Sememe Enhancement
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    Chapter 60 Emotion-Cause Pair Extraction via Transformer-Based Interaction Model with Text Capsule Network
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    Chapter 61 Employing Internal and External Knowledge to Factuality-Oriented Abstractive Summarization
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    Chapter 62 Abstractive Summarization Model with Adaptive Sparsemax
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    Chapter 63 Hierarchical Planning of Topic-Comment Structure for Paper Abstract Writing
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    Chapter 64 Deep Structure-Aware Approach for QA Over Incomplete Knowledge Bases
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    Chapter 65 An On-Device Machine Reading Comprehension Model with Adaptive Fast Inference
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Title
Natural Language Processing and Chinese Computing
Published by
Springer International Publishing, September 2022
DOI 10.1007/978-3-031-17120-8
ISBNs
978-3-03-117119-2, 978-3-03-117120-8
Editors

Lu, Wei, Huang, Shujian, Hong, Yu, Zhou, Xiabing

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