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MANULEX: A grade-level lexical database from French elementary school readers

机译:MANULEX:来自法国小学读者的年级词汇数据库

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This article presents MANULEX, a Web-accessible database that provides grade-level word frequency lists of nonlemmatized and lemmatized words (48,886 and 23,812 entries, respectively) computed from the 1.9 million words taken from 54 French elementary school readers. Word frequencies are provided for four levels: first grade (G1), second grade (G2), third to fifth grades (G3-5), and all grades (G1-5). The frequencies were computed following the methods described by Carroll, Davies, and Richman (1971) and Zeno, Ivenz, Millard, and Duwuri (1995), with four statistics at each level (F, overall word frequency; D, index of dispersion across the selected readers; U, estimated frequency per million words; and SFI, standard frequency index). The database also provides the number of letters in the word and syntactic category information. MANULEX is intended to be a useful tool for studying language development through the selection of stimuli based on precise frequency norms. Researchers in artificial intelligence can also use it as a source of information on natural language processing to simulate written language acquisition in children. Finally, it may serve an educational purpose by providing basic vocabulary lists.
机译:本文介绍了MANULEX,这是一个可通过网络访问的数据库,该数据库提供了从54个法语小学读者中选取的190万个单词计算出的非非单词化和非单词化单词的年级单词频率列表(分别为48,886和23,812个条目)。提供四个级别的单词频率:一年级(G1),二年级(G2),三至五年级(G3-5)和所有年级(G1-5)。按照卡洛尔(Carroll),戴维斯(Davies)和里奇曼(Richman)(1971)和芝诺(Zeno),伊文兹(Ivenz),米拉德(Millard)和杜沃里(Duwuri)(1995)所述的方法计算频率,每个级别有四个统计数据(F,总词频; D,跨度分散指数选定的读者; U,每百万字的估计频率; SFI,标准频率索引)。该数据库还提供单词中的字母数和语法类别信息。 MANULEX旨在成为通过基于精确频率规范的刺激选择来研究语言发展的有用工具。人工智能的研究人员还可以将其用作自然语言处理的信息源,以模拟儿童的书面语言习得。最后,它可以通过提供基本词汇表来达到教育目的。

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