Publication:
Medical text simplification using synonym replacement: Adapting assessment of word difficulty to a compounding language
Emil Abrahamsson, Timothy Forni, Maria Skeppstedt, Maria Kvist • @Workshop on Predicting and Improving Text Readability for Target Reader Populations • 01 April 2014
TLDR: A method for assessing difficulty of words to make it more suitable to medical Swedish was adapted, which resulted in a slightly more difficult text, while the readability increased according to the OVIX measure and to a preliminary reader study.
Citations: 59
Abstract: Medical texts can be difficult to understand for laymen, due to a frequent occurrence of specialised medical terms. Replacing these difficult terms with easier synonyms can, however, lead to improved readability. In this study, we have adapted a method for assessing difficulty of words to make it more suitable to medical Swedish. The difficulty of a word was assessed not only by measuring the frequency of the word in a general corpus, but also by measuring the frequency of substrings of words, thereby adapting the method to the compounding nature of Swedish. All words having a MeSH synonym that was assessed as easier, were replaced in a corpus of medical text. According to the readability measure LIX, the replacement resulted in a slightly more difficult text, while the readability increased according to the OVIX measure and to a preliminary reader study.
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