《中国学生英语作文自动评分模型的构建》是由梁茂成编写，全书共分8个章节，主要对学生作文自动评分系统作了探讨和研究，旨在构建中国学生英语作文自动评分的统计模型，探讨学生英语作文中的多种文本特征项对学生作文成绩的预测能力。该书可供各大专院校作为教材使用，也可供从事相关工作的人员作为参考用书使用。
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Preface
Acknowledgements
List of Abbreviations
List of Tables
List of Figures
Part One Introduction
Introducing the Study
Part Two Literature Review
Chapter 1 A Review of Existing Computer-Assisted Essay Scoring Systems
Chapter 2 Studies on Measures of Writing Quality
Part Three Methodology
Chapter 3 Research Questions and Data Preparation
Chapter 4 Text Analysis and Statistical Analysis
Part Four Results and Discussion
Chapter 5 Identifying Predictors of EFL Writing Quality
Chapter 6 A Statistical Model for ComputerAssisted Essay Scoring
Chapter 7 Validating the Model
Part Five Conclusion
Chapter 8 Conclusion
References
Appendices
Appendix I PEG's proxes and their beta values(Page 1968)
Appendix II Page's (1995) model and variables
Appendix III Argument weight
Appendix IV Examples of good openings and endings
Appendix V Scoring table (Organization & Content)
Appendix VI Scoring table (Language)
Appendix VII List of stopwords
Appendix VIII Lemma list (excerpt)
Appendix IX List of content words
Appendix X Sample essays
Appendix XI POS-tagged samples
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