Natural Language Processing and Chinese Computing 1st Edition by Lu Wang, Yansong Feng, Yu Hong, Ruifang He ISBN 9783030884796 3030884791

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ISBN 10: 3030884791
ISBN 13: 9783030884796
Author: Lu Wang, Yansong Feng, Yu Hong, Ruifang He

Natural Language Processing and Chinese Computing 1st Edition Table of contents:

1. Oral – Fundamentals of NLP
2. Coreference Resolution: Are the Eliminated Spans Totally Worthless?
3. Chinese Macro Discourse Parsing on Dependency Graph Convolutional Network
4. Predicting Categorial Sememe for English-Chinese Word Pairs via Representations in Explainable Sememe Space
5. Multi-level Cohesion Information Modeling for Better Written and Dialogue Discourse Parsing
6. ProPC: A Dataset for In-Domain and Cross-Domain Proposition Classification Tasks
7. CTRD: A Chinese Theme-Rheme Discourse Dataset
8. Machine Translation and Multilinguality
9. Learning to Select Relevant Knowledge for Neural Machine Translation
10. Contrastive Learning for Machine Translation Quality Estimation
11. Sentence-State LSTMs For Sequence-to-Sequence Learning
12. Guwen-UNILM: Machine Translation Between Ancient and Modern Chinese Based on Pre-Trained Models
13. Adaptive Transformer for Multilingual Neural Machine Translation
14. Improving Non-autoregressive Machine Translation with Soft-Masking
15. Machine Learning for NLP
16. AutoNLU: Architecture Search for Sentence and Cross-sentence Attention Modeling with Re-designed Search Space
17. AutoTrans: Automating Transformer Design via Reinforced Architecture Search
18. A Word-Level Method for Generating Adversarial Examples Using Whole-Sentence Information
19. RAST: A Reward Augmented Model for Fine-Grained Sentiment Transfer
20. Pre-trained Language Models for Tagalog with Multi-source Data
21. Accelerating Pretrained Language Model Inference Using Weighted Ensemble Self-distillation
22. Information Extraction and Knowledge Graph
23. Employing Sentence Compression to Improve Event Coreference Resolution
24. BRCEA: Bootstrapping Relation-Aware Cross-Lingual Entity Alignment
25. Employing Multi-granularity Features to Extract Entity Relation in Dialogue
26. Attention Based Reinforcement Learning with Reward Shaping for Knowledge Graph Reasoning
27. Entity-Aware Relation Representation Learning for Open Relation Extraction
28. ReMERT: Relational Memory-Based Extraction for Relational Triples
29. Recognition of Nested Entity with Dependency Information
30. HAIN: Hierarchical Aggregation and Inference Network for Document-Level Relation Extraction
31. Incorporate Lexicon into Self-training: A Distantly Supervised Chinese Medical NER
32. Summarization and Generation
33. Diversified Paraphrase Generation with Commonsense Knowledge Graph
34. Explore Coarse-Grained Structures for Syntactically Controllable Paraphrase Generation
35. Chinese Poetry Generation with Metrical Constraints
36. CNewSum: A Large-Scale Summarization Dataset with Human-Annotated Adequacy and Deducibility Level
37. Question Generation from Code Snippets and Programming Error Messages
38. Extractive Summarization of Chinese Judgment Documents via Sentence Embedding and Memory Network
39. Question Answering
40. ThinkTwice: A Two-Stage Method for Long-Text Machine Reading Comprehension
41. EviDR: Evidence-Emphasized Discrete Reasoning for Reasoning Machine Reading Comprehension
42. Dialogue Systems
43. Knowledge-Grounded Dialogue with Reward-Driven Knowledge Selection
44. Multi-intent Attention and Top-k Network with Interactive Framework for Joint Multiple Intent Detection and Slot Filling
45. Enhancing Long-Distance Dialogue History Modeling for Better Dialogue Ellipsis and Coreference Resolution
46. Exploiting Explicit and Inferred Implicit Personas for Multi-turn Dialogue Generation
47. Few-Shot NLU with Vector Projection Distance and Abstract Triangular CRF
48. Cross-domain Slot Filling with Distinct Slot Entity and Type Prediction
49. Social Media and Sentiment Analysis
50. Semantic Enhanced Dual-Channel Graph Communication Network for Aspect-Based Sentiment Analysis
51. Highway-Based Local Graph Convolution Network for Aspect Based Sentiment Analysis
52. Dual Adversarial Network Based on BERT for Cross-domain Sentiment Classification
53. Syntax and Sentiment Enhanced BERT for Earliest Rumor Detection
54. Aspect-Sentiment-Multiple-Opinion Triplet Extraction
55. Locate and Combine: A Two-Stage Framework for Aspect-Category Sentiment Analysis
56. Emotion Classification with Explicit and Implicit Syntactic Information
57. MUMOR: A Multimodal Dataset for Humor Detection in Conversations
58. NLP Applications and Text Mining
59. Advertisement Extraction from Content Marketing Articles via Segment-Aware Sentence Classification
60. Leveraging Lexical Common-Sense Knowledge for Boosting Bayesian Modeling
61. Aggregating Inter-viewpoint Relationships of User’s Review for Accurate Recommendation
62. A Residual Dynamic Graph Convolutional Network for Multi-label Text Classification
63. Sentence Ordering by Context-Enhanced Pairwise Comparison
64. A Dual-Attention Neural Network for Pun Location and Using Pun-Gloss Pairs for Interpretation
65. A Simple Baseline for Cross-Domain Few-Shot Text Classification
66. Shared Component Cross Punctuation Clauses Recognition in Chinese
67. BERT-KG: A Short Text Classification Model Based on Knowledge Graph and Deep Semantics
68. Uncertainty-Aware Self-paced Learning for Grammatical Error Correction
69. Metaphor Recognition and Analysis via Data Augmentation
70. Exploring Generalization Ability of Pretrained Language Models on Arithmetic and Logical Reasoning
71. Multimodality and Explainability
72. Skeleton-Based Sign Language Recognition with Attention-Enhanced Graph Convolutional Networks
73. XGPT: Cross-modal Generative Pre-Training for Image Captioning
74. An Object-Extensible Training Framework for Image Captioning
75. Relation-Aware Multi-hop Reasoning forVisual Dialog
76. Multi-modal Sarcasm Detection Based on Contrastive Attention Mechanism

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Tags: Lu Wang, Yansong Feng, Yu Hong, Ruifang He, Natural Language Processing