Full Description
Based on the accumulation of research experience and knowledge over the past 30 years, this volume lays out the research issues posed by the construction of various types of Chinese language resources, how they were resolved, and the implication of the solutions for future Chinese language processing research.
This volume covers 30 years of development in Chinese language processing, focusing on the impact of conscientious decisions by some leading research groups. It focuses on constructing language resources, which led to thriving research and development of expertise in Chinese language technology today. Contributions from more than 40 leading scholars from various countries explore how Chinese language resources are used in current pioneering NLP research, the future challenges and their implications for computational and theoretical linguistics.
Contents
Part I: Overview.- Chapter 1. Chinese Language Resources Through One-third of a Century.- Chapter 2. Chinese Comprehensive Language Knowledge Base.- Chapter 3. Introduction to CKIP's Language Resources and Their Applications.- Part II: Language Resources: Annotation and Processing.- Chapter 4. Practical and Robust Chinese Word Segmentation and PoS Tagging.- Chapter 5. Describing the Grammatical Knowledge of Chinese Words for Natural Language Processing.- Chapter 6. DeepLEX.- Chapter 7. The Chinese Generalized Function Word Usage Knowledge Base and Its Applications.- Chapter 8. A Generic Study of Linguistic Information Based on the Chinese Idiom Knowledge Base and Its Expansion.- Chapter 9. Lexical Knowledge Representation and Semantic Composition of E-HowNet.- Chapter 10. Sense Tagging Unknown Chinese Words with Word Embedding.- Chapter 11. PKUSenseCor: A Large-scale Word Sense Annotated Chinese Corpus.- Chapter 12. Semantic Annotation and Mandarin VerbNet.- Chapter 13. The Construction of a Chinese Semantic Dependency Graph Bank.- Chapter 14. A Chinese Dialogue Corpus Annotated with Dialogue Act.- Chapter 15. Automatic Construction of Parallel Dialogue Corpora with Rich Information.- Chapter 16. A Chinese Event-based Emotion Corpus: Emotion Cause Detection.- Part III: Language Resources and Linguistic Analysis.- Chapter 17. Using Forced Alignment for Phonetics Research.- Chapter 18. The Extraction of Linguistic Knowledge and Construction of Linguistic Resources.- Chapter 19. Toward an Empirical Theory of Sense: A Corpus-based Study of Mandarin Conceptual Lexicalization.- Chapter 20. Chinese Locative Expressions: Prepositions and Localizers.- Chapter 21. Verb Polysemy and Compounding Productivity in Chinese: A Quantitative Study.- Chapter 22. Audience Awareness and Lexical Frequency Patterns in Political Speeches.- Chapter 23. Linking Comprehension and Production: Frequency Distribution of Chinese Relative Clauses in the Sinica Treebank.- Chapter 24. Perception Correlated Information Allocation and Pattern Convergence for Discourse Prosody.- Part IV: Language Processing: Models and Applications.- Chapter 25. Speech Recognition and Text-to-Speech Synthesis.- Chapter 26. A Semi-supervised Learning Approach to Chinese Noun Phrase Identification.- Chapter 27. A Study on the Semantic Interpretation of Chinese Noun Compounds.- Chapter 28. Reducing Approximation and Estimation Errors with Heterogeneous Annotations.- Chapter 29. A Quadratic Assignment Decipherment and Graduated Assignment Solution for Ontology Matching.- Chapter 30. Automated Answer Type Recognition for Primary School Students' Question Sentences.- Chapter 31. Information Diffusion Prediction Based on Social Representation Learning with Group Influence.- Part V: Chinese Language Resources.- Chapter 32. Chinese Language Resources: A Comprehensive Compendium.
