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The findings of these studies revealed no significant difference when it comes to the impact of reading elaborated and unmodified content on L2 vocabulary acquisition, and between reading elaborated and simplified texts.
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Simplified text and simplified register (e.g., foreigner talk) have many elements in common.
Besides issues with structures, there are many other reasons to avoid using an overly simplified text representation when properties are being included.
Easy Read - The Easy Read format uses pictures to supplement the meaning of text, has simplified text and enlarged fonts.
iSimp can be used as a preprocessing module to provide simplified text to enhance the performance of NLP systems and text mining (TM) applications.
This approach simplifies text representation and reduces the dimensionality of the feature space.
It uses statistical computation method to analyze a mass of text sets, thereby extracts latent semantic structure between words, and employs this latent structure to represent words and texts so as to eliminate the correlation between words and reduce dimensionality by simplifying text vectors [17].
To simplify text, results from geneclass2 analysis are referred to as mixture proportions and those from structure are referred to as admixture proportions.
We present a description of the challenge and summary of results, demonstrating how curation groups can effectively use interoperable NER technologies to simplify text-mining pipeline implementation.
Your rights made simple The BBC World Service has simplified the text of the Universal Declaration of Human Rights UDHRR).
First, based on feedback from the home visiting staff implementing the program, the FIND development team simplified the text and clarified a number of concepts in the program manual.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com