论文标题
语法的出现需求最少的监督
Emergence of Syntax Needs Minimal Supervision
论文作者
论文摘要
本文是对在没有明确语法特定指导的情况下从语料库中学习的辩论的理论贡献。我们的方法起源于语料库的可观察结构，我们用来定义和隔离语法（句法信息）和含义/务实信息。我们描述了自主语法的形式特征，并表明可以使用简单的优化过程搜索基于语法的词汇类别，而没有任何先前关于模型形式的假设。
This paper is a theoretical contribution to the debate on the learnability of syntax from a corpus without explicit syntax-specific guidance. Our approach originates in the observable structure of a corpus, which we use to define and isolate grammaticality (syntactic information) and meaning/pragmatics information. We describe the formal characteristics of an autonomous syntax and show that it becomes possible to search for syntax-based lexical categories with a simple optimization process, without any prior hypothesis on the form of the model.
