XG基于人工神经网络和向量空间模型的汉语体貌系统研究

Chapter 1 Introduction 1.1 Definition and Nature 1.2 Research Focuses 1.3 Organization of the Book Chapter 2 Literature Review 2.1 Studies before Two Components Theory 2.2 Studies after Two Components Theory Chapter 3 The Classification of Lexical Aspect 3.1 The Prototype Model of Situation Type 3.2 The Construction and Annotation of Situation Type System 3.3 The Annotation of Verbs' Situation Type Chapter 4 Statistical Validation of Situation Type System 4.1 Validation of the Whole Classifying Features 4.2 LE1 4.3 LE2 and GUO 4.4 ZHE and ZAI 4.5 ZHENGZAI 4.6 Conclusion Chapter 5 Evaluation of Mandarin Lexical Situation Type Dataset 5.1 Previous Computational Studies on Aspect 5.2 Vector Space Models 5.3 Classification Based on Selected Vectors 5.4 Classification Based on Word Embedding Vectors Chapter 6 Conclusion 6.1 The Existence of Lexical Aspect: The Basic Controversial Issue 6.2 Significance of This Book 6.3 Some Limitations and Future Work of This Book Appendix 1 : POS Tag in Sinica Corpus Appendix 2 : Collocations of V-ZHE Appendix 3 :Collocations of ZAI-V Appendix 4:Collocations of ZHENGZAI-V Appendix 5 :Collocations of V-LE Appendix 6 : Collocations of V-GUO References Acknowledgements 山东大学中文专刊目录