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An MLU Estimation Method for Hungarian Transcripts

机译:匈牙利成绩单的MLU估算方法

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Mean length of utterance (MLU) is an important indicator for measuring complexity in child language. A generally employed method for calculating MLU is to use the CLAN toolkit, which includes modules that enable the measurement of utterance length in morphemes. However, these methods are based on rules which are only available for just a few languages not involving Hungarian. Therefore, in order to automatically analyze and measure Hungarian transcripts adequate methods need to be developed. In this paper we describe a new toolkit which is able to estimate MLU counts (in morphemes) while providing morphosyntactic tagging as well. Its components are based on existing resources; however, many of them were adapted to the language of the transcripts. The tool-chain performs the annotation task with a high precision and its MLU estimates are correlated with that of human experts.
机译:平均发音长度(MLU)是衡量儿童语言复杂程度的重要指标。计算MLU的一种常用方法是使用CLAN工具箱,该工具箱包括一些模块,这些模块可以测量语素中的发声长度。但是,这些方法基于仅适用于不涉及匈牙利语的几种语言的规则。因此,为了自动分析和测量匈牙利成绩单,需要开发适当的方法。在本文中,我们描述了一个新的工具包,该工具包能够估计MLU计数(在词素中),同时还提供词素句法标记。其组成部分基于现有资源;但是,其中许多都适应了笔录的语言。该工具链以很高的精度执行注释任务,其MLU估计值与人类专家的估计值相关。

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