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The 'Jump and Stay' Method to Discover Proper Verb Centered Constructions in Corpus Lattices

机译:“跳跃和停留”方法在语料库中发现正确的动词中心结构

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The research presented here is based on the theoretical model of corpus lattices. We implemented this as an effective data structure, and developed an algorithm based on this structure to discover essential verbal expressions from corpus data. The idea behind the algorithm is the "jump and stay" principle, which tells us that our target expressions will be found at such places in the lattice where the value of a suitably defined function (whose domain is the vertex set of the corpus lattice) significantly increases (jumps) and then remains the same (stays). We evaluated our method on Hungarian data. Evaluation shows that about 75% of the obtained expressions are correct, actual errors are rare. Thus, this paper is 1. a proof of concept concerning the corpus lattice model, opening the way to investigate this structure further through our implementation; and 2. a proof of concept of the "jump and stay" idea and the algorithm itself, opening the way to apply it further, e.g. for other languages.
机译:这里提出的研究基于语料格的理论模型。我们将其实现为有效的数据结构,并开发了一种基于该结构的算法,以从语料数据中发现基本的语言表达。该算法背后的思想是“跳跃和停留”原理,它告诉我们,目标表达式将在晶格中适当定义的函数的值(其域为语料晶格的顶点集)的这些位置上找到显着增加(跳跃),然后保持不变(停留)。我们根据匈牙利数据评估了我们的方法。评估表明,所获得的表达式中约有75%是正确的,实际错误很少见。因此,本文是1.关于语料格模型的概念证明,为通过我们的实现进一步研究这种结构开辟了道路; 2.证明“跳跃和停留”思想和算法本身的概念,为进一步应用它开辟了道路,例如。对于其他语言。

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