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首页> 外文期刊>The quarterly journal of experimental psychology: QJEP >On the advantages of word frequency and contextual diversity measures extracted from subtitles: The case of Portuguese
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On the advantages of word frequency and contextual diversity measures extracted from subtitles: The case of Portuguese

机译:从字幕中提取词频和上下文多样性度量的优势:葡萄牙语案例

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摘要

We examined the potential advantage of the lexical databases using subtitles and present SUBTLEX-PT, a new lexical database for 132,710 Portuguese words obtained from a 78 million corpus based on film and television series subtitles, offering word frequency and contextual diversity measures. Additionally we validated SUBTLEX-PT with a lexical decision study involving 1920 Portuguese words (and 1920 nonwords) with different lengths in letters (M = 6.89, SD = 2.10) and syllables (M = 2.99, SD = 0.94). Multiple regression analyses on latency and accuracy data were conducted to compare the proportion of variance explained by the Portuguese subtitle word frequency measures with that accounted by the recent written-word frequency database (Procura-PALavras; P-PAL; Soares, Iriarte, et al., 2014). As its international counterparts, SUBTLEX-PT explains approximately 15% more of the variance in the lexical decision performance of young adults than the P-PAL database. Moreover, in line with recent studies, contextual diversity accounted for approximately 2% more of the variance in participants' reading performance than the raw frequency counts obtained from subtitles. SUBTLEX-PT is freely available for research purposes (at http://p-pal.di.uminho.pt/about/databases).
机译:我们检查了使用字幕的词法数据库的潜在优势,并提出了SUBTLEX-PT,这是一个新的词法数据库,用于从7.8百万个语料库中获得的132,710个葡萄牙语单词,这些语料是基于电影和电视剧系列字幕而提供的,它提供了词频和上下文多样性的度量。此外,我们通过词汇决策研究对SUBTLEX-PT进行了验证,该词决策研究涉及1920个葡萄牙语单词(和1920个非单词),这些单词的长度分别为字母(M = 6.89,SD = 2.10)和音节(M = 2.99,SD = 0.94)。对潜伏期和准确性数据进行了多元回归分析,以比较葡萄牙语字幕词频测度解释的方差比例与最近的词频数据库(Procura-PALavras; P-PAL; Soares,Iriarte等) (2014年)。与国际同行相比,SUBTLEX-PT解释了年轻成年人的词汇决策绩效比P-PAL数据库高出大约15%。此外,根据最新研究,与从字幕获得的原始频率计数相比,语境多样性占参与者阅读表现差异的2%左右。 SUBTLEX-PT可免费用于研究目的(位于http://p-pal.di.uminho.pt/about/databases)。

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