Using Lexical Chains to Identify Text Difficulty: A Corpus Statistics and Classification Study

Partha Mukherjee; Gondy Leroy; David Kauchak

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Using Lexical Chains to Identify Text Difficulty: A Corpus Statistics and Classification Study

机译：使用词法链来识别文本难度：语料库统计和分类研究

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摘要

Our goal is data-driven discovery of features for text simplification. In this paper, we investigate three types of lexical chains: exact, synonymous, and semantic. A lexical chain links semantically related words in a document. We examine their potential

机译：我们的目标是发现数据驱动的功能，以简化文本。在本文中，我们研究了三种类型的词汇链：精确，同义和语义。词汇链链接文档中与语义相关的单词。我们检查他们的潜力

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来源
《Biomedical and Health Informatics, IEEE Journal of》 |2019年第5期|2164-2173|共10页
作者
Partha Mukherjee; Gondy Leroy; David Kauchak;
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作者单位

Engineering Division The Pennsylvania State University Great Valley Campus Malvern PA USA;

MIS Department Eller College of Management University of Arizona Tucson AZ USA;

Department of Computer Science Pomona College Claremont CA USA;

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原文格式 PDF
正文语种 eng
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关键词
Semantics; Unified modeling language; Task analysis; Informatics; Frequency measurement; Thesauri; Complexity theory;

机译：语义学统一建模语言;任务分析;信息学频率测量;叙词表;复杂性理论;

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1. WordNet-based lexical semantic classification for text corpus analysis [J] . LONG Jun, WANG Lu-da, LI Zu-de, 中南大学学报（英文版） . 2015,第005期

机译：基于WordNet的词法语义分类，用于文本语料库分析
2. Register Variation Across English Pharmaceutical Texts: A Corpus-driven Study of Keywords, Lexical Bundles and Phrase Frames in Patient Information Leaflets and Summaries of Product Characteristics [J] . ?ukasz Grabowski Procedia - Social and Behavioral Sciences . 2013,第2期

机译：记录英文药典之间的差异：语料库驱动的患者信息手册和产品特征摘要中的关键字，词法捆绑和短语框架的研究
3. A user-study measuring the effects of lexical simplification and coherence enhancement on perceived and actual text difficulty [J] . Gondy Leroy, David Kauchdk, Obay Mouradi International journal of medical informatics . 2013,第8期

机译：一项用户研究，评估词汇简化和连贯性对感知和实际文本难度的影响
4. Dual lexical chaining for context based text classification [C] . Chakraverty S., Pandey U., Juneja B., 2015 International Conference on Advances in Computer Engineering and Applications . 2015

机译：双重词法链接，用于基于上下文的文本分类
5. Automatic text summarization using lexical chains: Algorithms and experiments. [D] . Kolla, Maheedhar. 2005

机译：使用词法链的自动文本摘要：算法和实验。
6. Using Lexical Chains to Identify Text Difficulty: A Corpus Statistics and Classification Study [O] . Partha Mukherjee, Gondy Leroy, David Kauchak -1

机译：使用词法链来识别文本难度：语料库统计和分类研究
7. Combining a Statistical Language Model with Logistic Regression to Predict the Lexical and Syntactic Difficulty of Texts for FFL [O] . Thomas L. François 2009

机译：结合统计语言模型和Logistic回归预测FFL文本的词汇和句法难度

Using Lexical Chains to Identify Text Difficulty: A Corpus Statistics and Classification Study

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