| 摘要 | 第1-6页 |
| Abstract | 第6-14页 |
| Chapter 1 Introduction | 第14-18页 |
| ·Background of this study | 第14-15页 |
| ·Objectives of the present study | 第15-16页 |
| ·Rationale of the study | 第16-17页 |
| ·Outline of the present study | 第17-18页 |
| Chapter 2 Literature Review | 第18-27页 |
| ·Approaches to word sense disambiguation | 第18-20页 |
| ·Word sense disambiguation studies abroad | 第20-23页 |
| ·Studies of WSD in China | 第23-25页 |
| ·Studies of Chinese modal verbs | 第25-27页 |
| Chapter 3 Methodology and Data Collection | 第27-36页 |
| ·Connectionism | 第27-33页 |
| ·Human and Artificial Neurons | 第27-29页 |
| ·Structure of Artificial Neural Network | 第29-30页 |
| ·Advantages of Artificial Neural Networks | 第30-31页 |
| ·The learning process | 第31-33页 |
| ·Back propagation network | 第33页 |
| ·Research method and data collection | 第33-36页 |
| Chapter 4 Sense Categorization of ‘能 | 第36-46页 |
| ·Study of sense categorization on ‘能’ | 第36-40页 |
| ·Sense categorization of ‘能’proposed by Li | 第40-46页 |
| ·Epistemic modality | 第40-41页 |
| ·Participant-internal modality | 第41-43页 |
| ·Participant-external modality | 第43-44页 |
| ·Deontic modality | 第44-46页 |
| Chapter 5 The Construction of the Neural Network Model for Word Sense Disambiguation of ‘能’ | 第46-67页 |
| ·WSD Model | 第46页 |
| ·Construct two sense-tagged corpora of ‘能’ | 第46-47页 |
| ·Feature extraction | 第47-54页 |
| ·Transfer linguistic features into vectors | 第54-58页 |
| ·Define the input vectors | 第54-57页 |
| ·Define the output vectors | 第57-58页 |
| ·Determine the number of nodes in hidden layer | 第58-59页 |
| ·Model constructing in Matlab | 第59-65页 |
| ·About Matlab | 第59-60页 |
| ·Construct neural network model in Matlab | 第60-65页 |
| ·Summary | 第65-67页 |
| Chapter 6 Further Study | 第67-81页 |
| ·Distribution of four senses of ‘能’in corpora | 第67-68页 |
| ·Co-occurrence of ‘能’with linguistic features | 第68-77页 |
| ·Co-occurrence of ‘能’with syntactic features | 第68-73页 |
| ·Co-occurrence of ‘能’with semantic features | 第73-77页 |
| ·The contribution of semantic features and syntactic features to word of ‘能' | 第77-79页 |
| ·Summary | 第79-81页 |
| Chapter 7 Conclusion | 第81-83页 |
| References | 第83-90页 |
| Appendix I | 第90-96页 |
| Appendix Ⅱ | 第96-102页 |
| Appendix Ⅲ | 第102-115页 |
| Appendix Ⅳ | 第115-127页 |
| Acknowledgements | 第127-128页 |
| 作者简介 | 第128页 |
