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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 A Task-Oriented Dialog Model with Task-Progressive and Policy-Aware Pre-training
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    Chapter 2 Retrieval-Augmented Knowledge-Intensive Dialogue
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    Chapter 3 Episode-Based Prompt Learning for Any-Shot Intent Detection
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    Chapter 4 CrossDial: An Entertaining Dialogue Dataset of Chinese Crosstalk
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    Chapter 5 Recurrent Transformers for Long Document Understanding
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    Chapter 6 SCA-CLS: A New Semantic-Context-Aware Framework for Community-Oriented Lexical Simplification
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    Chapter 7 A Cross-lingual Sentiment Embedding Model with Semantic and Sentiment Joint Learning
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    Chapter 8 Learning to Attentively Represent Distinctive Information for Semantic Text Matching
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    Chapter 9 Reasoning Through Memorization: Nearest Neighbor Knowledge Graph Embeddings
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    Chapter 10 MACO: A Modality Adversarial and Contrastive Framework for Modality-Missing Multi-modal Knowledge Graph Completion
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    Chapter 11 A Joint Entity and Relation Extraction Approach Using Dilated Convolution and Context Fusion
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    Chapter 12 Interest Aware Dual-Channel Graph Contrastive Learning for Session-Based Recommendation
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    Chapter 13 Chinese Event Causality Identification Based on Retrieval Enhancement
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    Chapter 14 UZNER: A Benchmark for Named Entity Recognition in Uzbek
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    Chapter 15 Evaluation Framework for Poisoning Attacks on Knowledge Graph Embeddings
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    Chapter 16 Label-Guided Compressed Prototypical Network for Incremental Few-Shot Text Classification
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    Chapter 17 Auxiliary Information Enhanced Span-Based Model for Nested Named Entity Recognition
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    Chapter 18 DialogRE $$^{C+}$$ C + : An Extension of DialogRE to Investigate How Much Coreference Helps Relation Extraction in Dialogs
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    Chapter 19 A Bi-directional Multi-hop Inference Model for Joint Dialog Sentiment Classification and Act Recognition
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    Chapter 20 Positive-Guided Knowledge Distillation for Document-Level Relation Extraction with Noisy Labeled Data
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    Chapter 21 PromptCL: Improving Event Representation via Prompt Template and Contrastive Learning
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    Chapter 22 RMGCN: Masked Graph Convolutional Networks for Relation-Aware Entity Alignment with Dangling Cases
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    Chapter 23 SymCoNLL: A Symmetry-Based Approach for Document Coreference Resolution
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    Chapter 24 What Makes a Charge? Identifying Charge-Discriminative Facts with Legal Elements
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    Chapter 25 A New Encoder Using Character and Word Feature Fusion for Chinese Math Word Problem Solving
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    Chapter 26 MarkBERT: Marking Word Boundaries Improves Chinese BERT
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    Chapter 27 MCVIE: An Effective Batch-Mode Active Learning for Multi-label Text Classification
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    Chapter 28 Task-Consistent Meta Learning for Low-Resource Speech Recognition
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    Chapter 29 An Adaptive Learning Method for Solving the Extreme Learning Rate Problem of Transformer
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    Chapter 30 Towards Making the Most of LLM for Translation Quality Estimation
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    Chapter 31 Towards Better Translations from Classical to Modern Chinese: A New Dataset and a New Method
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    Chapter 32 Imitation Attacks Can Steal More Than You Think from Machine Translation Systems
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    Chapter 33 Monolingual Denoising with Large Language Models for Low-Resource Machine Translation
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    Chapter 35 Semantic Extension for Cross-Modal Retrieval of Medical Image-Diagnosis Report
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    Chapter 36 ECOD: A Multi-modal Dataset for Intelligent Adjudication of E-Commerce Order Disputes
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    Chapter 37 Bounding and Filling: A Fast and Flexible Framework for Image Captioning
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    Chapter 38 ASKSpell: Adaptive Surface Knowledge Enhances Tokens’ Semantic Representations for Chinese Spelling Check
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    Chapter 39 Biomedical Entity Normalization Using Encoder Regularization and Dynamic Ranking Mechanism
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    Chapter 40 Legal Judgment Prediction Incorporating Guiding Cases Matching
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    Chapter 41 Punctuation Matters! Stealthy Backdoor Attack for Language Models
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    Chapter 42 SeSQL: A High-Quality Large-Scale Session-Level Chinese Text-to-SQL Dataset
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    Chapter 43 RSpell: Retrieval-Augmented Framework for Domain Adaptive Chinese Spelling Check
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    Chapter 44 Exploiting Multiple Features for Hash Codes Learning with Semantic-Alignment-Promoting Variational Auto-encoder
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    Chapter 45 Enhancing Detailed Feedback to Chinese Writing Learners Using a Soft-Label Driven Approach and Tag-Aware Ranking Model
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    Chapter 46 NAPG: Non-Autoregressive Program Generation for Hybrid Tabular-Textual Question Answering
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    Chapter 47 Mixture-of-Experts for Biomedical Question Answering
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    Chapter 48 Fine-Grained Question-Answer Matching via Sentence-Aware Contrastive Self-supervised Transfer
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    Chapter 49 KARN: Knowledge Augmented Reasoning Network for Question Answering
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    Chapter 50 Creative Destruction: Can Language Models Interpret Oxymorons?
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    Chapter 51 Global Prompt Cell: A Portable Control Module for Effective Prompt Tuning
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    Chapter 52 What Events Do Pre-trained Language Models Learn from Text? Probing Event-Based Commonsense Knowledge by Confidence Sorting
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    Chapter 53 Revisit Input Perturbation Problems for LLMs: A Unified Robustness Evaluation Framework for Noisy Slot Filling Task
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    Chapter 54 Large Language Models are Diverse Role-Players for Summarization Evaluation
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    Chapter 55 COSYWA: Enhancing Semantic Integrity in Watermarking Natural Language Generation
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    Chapter 56 Multi-step Review Generation Based on Masked Language Model for Cross-Domain Aspect-Based Sentiment Analysis
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    Chapter 57 rT5: A Retrieval-Augmented Pre-trained Model for Ancient Chinese Entity Description Generation
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    Chapter 58 Probing Bilingual Guidance for Cross-Lingual Summarization
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    Chapter 59 Accurate, Diverse and Multiple Distractor Generation with Mixture of Experts
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    Chapter 60 Improve the Diversity and Novelty for Open-Ended Neural Text Generation via Inverse Probability Weighting
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    Chapter 61 A Unified Generation Approach for Robust Dialogue State Tracking
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    Chapter 62 An Explicit-Memory Few-Shot Joint Learning Model
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    Chapter 63 A Noise-Removal of Knowledge Graph Framework for Profile-Based Spoken Language Understanding
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    Chapter 64 Bilevel Scheduled Sampling for Dialogue Generation
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    Chapter 65 Dial-QP: A Multi-tasking and Keyword-Guided Approach for Enhancing Conversational Query Production
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    Chapter 66 Discourse Relation-Aware Multi-turn Dialogue Response Generation
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Title
Natural Language Processing and Chinese Computing
Published by
Springer Nature Switzerland, November 2023
DOI 10.1007/978-3-031-44693-1
ISBNs
978-3-03-144692-4, 978-3-03-144693-1
Editors

Liu, Fei, Duan, Nan, Xu, Qingting, Hong, Yu

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