A Study on Syntactic Complexity and Topic Difference Influence in Second Language Writing Based on Dependency Treebank

Ailian Cao
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Abstract

Using Stanford parser as a tool, taking 1840 articles on two topics by 920 English learners of four levels after random selection as the research corpus, this study attempts to explore the development trend of syntactic complexity of learners of different levels and what influence divergent topic can have on it. Results show that multi-level learners generally prefer adverbial clauses (advcl) and complement clauses (ccomp) to relative clauses (acl: recl); adjective modifiers (amod) are the best in distinguishing the level of English learners, which can be used as an important basis for judging the level of L2; in addition, different topics of the same task type have no significant effect on L2 learners’ syntactic complexity. It can be concluded that most syntactic complexity measures at the clause and phrase level show a non-linear development trend. Based upon the findings, implications are provided for English textbook development and English pedagogical practices.
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基于依存树库的二语写作句法复杂性和主题差异影响研究
本研究以斯坦福解析器为工具,以随机抽取的920名四级英语学习者在两个主题上的1840篇文章作为研究语料库,试图探讨不同水平学习者句法复杂性的发展趋势以及话题发散对句法复杂性的影响。结果表明:多层次学习者普遍偏爱状语从句(advcl)和补语从句(ccomp),而非关系从句(acl: recl);形容词修饰语最能区分英语学习者的水平,可以作为判断第二语言水平的重要依据;此外,同一任务类型的不同主题对二语学习者的句法复杂性没有显著影响。可以看出,大多数子句和短语级别的句法复杂性度量都呈现出非线性的发展趋势。在此基础上,为英语教材的开发和英语教学实践提供了启示。
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