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Hybrid Grammars for Parsing of Discontinuous Phrase Structures and Non-Projective Dependency Structures

机译:解析不连续短语结构和非投影依赖结构的混合语法

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We explore the concept of hybrid grammars, which formalize and generalize a range of existing frameworks for dealing with discontinuous syntactic structures. Covered are both discontinuous phrase structures and non-projective dependency structures. Technically, hybrid grammars are related to synchronous grammars, where one grammar component generates linear structures and another generates hierarchical structures. By coupling lexical elements of both components together, discontinuous structures result. Several types of hybrid grammars are characterized. We also discuss grammar induction from treebanks. The main advantage over existing frameworks is the ability of hybrid grammars to separate discontinuity of the desired structures from time complexity of parsing. This permits exploration of a large variety of parsing algorithms for discontinuous structures, with different properties. This is confirmed by the reported experimental results, which show a wide variety of running time, accuracy, and frequency of parse failures.
机译:我们探讨了混合语法的概念,该语法形式化并概括了用于处理不连续句法结构的一系列现有框架。涵盖了不连续的短语结构和非投影的依存结构。从技术上讲,混合语法与同步语法有关,其中一个语法成分生成线性结构,而另一个语法生成层次结构。通过将两个组件的词法元素耦合在一起,可以得到不连续的结构。表征了几种类型的混合语法。我们还将讨论树库的语法归纳法。相对于现有框架的主要优点是混合语法能够将所需结构的不连续性与解析的时间复杂度分开。这允许探索具有不同属性的不连续结构的多种解析算法。报告的实验结果证实了这一点,实验结果表明运行时间,准确性和解析失败的频率各不相同。

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