[PDF] Top 20 Readability Assessment for Text Simplification
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Readability Assessment for Text Simplification
... provide text in a simple and easy-to- read ...While readability formulas for English have a long history – 200 formulas have been reported from 1920 to 1980s (Dubay, 2004) – the only tool available for ... See full document
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OneStopEnglish corpus: A new corpus for automatic readability assessment and text simplification
... robust text simpli- fication models, it can be used to test the gener- alizability of such state of the art text simplifica- tion approaches, or to be combined with a larger dataset while training a ... See full document
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Evaluating the Readability of Text Simplification Output for Readers with Cognitive Disabilities
... subtler text characteristics such as the organisation of ideas in a text (cohesion) or the cognitive load the text poses on the readers (Benjamin, 2012; Siddharthan, 2006; Dubay, ...limitations, ... See full document
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Data Driven Text Simplification
... automatic text simplification, and is the lead author of four ACL papers on text simplification (including the first neural text simplification system) and numerous other papers ... See full document
5
Services for text simplification and analysis
... of text. The analysis relies on previously part-of-speech annotated text, which is investigated with regard to the following features: UnigramPOS Unigram probabilities for 26 dif- ferent parts-of-speech ... See full document
5
Using Gaze to Predict Text Readability
... matic readability assessment. Automatic readabil- ity assessment is the task of automatically label- ing a text with a certain difficulty ...lation, text simplification and ... See full document
6
Readability Indices for Automatic Evaluation of Text Simplification Systems: A Feasibility Study for Spanish
... to readability assessment have ...better readability prediction than the traditional Flesch-Kincaid readability for- ...automatic readability assessment of texts for people with ... See full document
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Assessing the relative reading level of sentence pairs for text simplification
... While the first two feature sets are based on our previous work, as far as we know the next two are used in readability assessment for the first time. Features from the Celex Lexical Database: The Celex ... See full document
10
NLP–Based Readability Assessment of Health–Related Texts: a Case Study on Italian Informed Consent Forms
... Readability assessment is tackled from various perspectives with different applications in mind, giving rise to different tasks ranging from discern- ing easy ...the simplification of medical texts ... See full document
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READ–IT: Assessing Readability of Italian Texts with a View to Text Simplification
... to readability assessment was devel- oped with a specific application in mind, ...i.e. text simplification, and addresses a specific target audi- ence of readers, namely people characterised ... See full document
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Readability Assessment of Translated Texts
... automatic readability assessment have received an increasing attention during the last ...2012). Readability assessment sys- tems have a wide variety of ...translation, text ... See full document
7
Feature Optimization for Predicting Readability of Arabic L1 and L2
... Computational readability assessment presents a growing body of work leveraging NLP to extract complex textual features, and ML to build read- ability models from corpora, rather than relying on human ... See full document
10
Improving Readability of Swedish Electronic Health Records through Lexical Simplification: First Results
... Abbreviation identification in English biomedical and clinical texts has been studied extensively (e.g. Xu et al. (2007), Liu et al. (2001)). For detec- tion of Swedish medical abbreviations, there are fewer studies. ... See full document
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Unsupervised Neural Text Simplification
... Text Simplification (TS) deals with transforming the original text into simplified variants to increase its readability and ...the text with vary- ing degree of simplicity is ... See full document
11
Assessing the Readability of Sentences: Which Corpora and Features?
... human readability judg- ments, and by Franc¸ois and Fairon (2012) with respect to readability ...with readability judgments were used in a readability assessment tool to test their ... See full document
11
A Comparison of Features for Automatic Readability Assessment
... During reading, a more challenging task with enti- ties is not just to keep track of them, but to resolve the semantic relations among them, so that infor- mation can be processed, organized and stored in a structured ... See full document
9
Features Indicating Readability in Swedish Text
... of readability was also introduced in the early 2000s (Collins-Thompson and Callan, 2004) and later combined with classification algorithms such as support vector machines to further increase accuracy (Petersen, ... See full document
14
Text Simplification as Tree Labeling
... of readability, while maintaining more of the central information in the original sen- ...of readability and retains slightly more of the important ... See full document
7
Medical text simplification using synonym replacement: Adapting assessment of word difficulty to a compounding language
... Previous studies have shown that replacing dif- ficult words with easier synonyms can reduce the level of difficulty in a text. The level of diffi- culty of a word was, in these studies, determined by measuring ... See full document
9
Text Readability Assessment for Second Language Learners
... on text readability assess- ment have used machine learning based approaches, which enable investigation of a broader set of lin- guistic ...traditional readability formulae, such as the the ... See full document
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