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CoCoGen - Complexity Contour Generator: Automatic Assessment of Linguistic Complexity Using a Sliding-Window Technique

机译:肝脏 - 复杂性轮廓发生器:使用滑动窗技术自动评估语言复杂性

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We present a novel approach to the automatic assessment of text complexity based on a sliding-window technique that tracks the distribution of complexity within a text. Such distribution is captured by what we term complexity contours derived from a series of measurements for a given linguistic complexity measure. This approach is implemented in an automatic computational tool, CoCoGen - Complexity Contour Generator, which in its current version supports 32 indices of linguistic complexity. The goal of the paper is twofold: (1) to introduce the design of our computational tool based on a sliding-window technique and (2) to showcase this approach in the area of second language (L2) learning, i.e. more specifically, in the area of L2 writing.
机译:我们提出了一种基于追踪文本内复杂性分布的滑动窗口技术来自动评估文本复杂性的新方法。这种分布是由我们术语从一系列测量结果导出的复杂性轮廓来捕获,用于给定的语言复杂性度量。这种方法是在自动计算工具,脑子复杂性轮廓生成器中实现的,其当前版本支持32个语言复杂性的指标。本文的目标是双重:(1)介绍基于滑动窗技术的计算工具的设计,(2)在第二语言(L2)学习区域中展示这种方法,即更具体地, L2写作的区域。

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