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A survey of automated methods for biomedical text simplification
Objective Plain language in medicine has long been advocated as a way to improve patient
understanding and engagement. As the field of Natural Language Processing has …
understanding and engagement. As the field of Natural Language Processing has …
[HTML][HTML] Considering clinician competencies for the implementation of artificial intelligence–based tools in health care: findings from a sco** review
Background The use of artificial intelligence (AI)–based tools in the care of individual
patients and patient populations is rapidly expanding. Objective The aim of this paper is to …
patients and patient populations is rapidly expanding. Objective The aim of this paper is to …
LENS: A learnable evaluation metric for text simplification
M Maddela, Y Dou, D Heineman, W Xu - ar** artificial learning systems that can understand and generate natural language
has been one of the long-standing goals of artificial intelligence. Recent decades have …
has been one of the long-standing goals of artificial intelligence. Recent decades have …
ASSET: A dataset for tuning and evaluation of sentence simplification models with multiple rewriting transformations
In order to simplify a sentence, human editors perform multiple rewriting transformations:
they split it into several shorter sentences, paraphrase words (ie replacing complex words or …
they split it into several shorter sentences, paraphrase words (ie replacing complex words or …
Controllable text simplification with explicit paraphrasing
Text Simplification improves the readability of sentences through several rewriting
transformations, such as lexical paraphrasing, deletion, and splitting. Current simplification …
transformations, such as lexical paraphrasing, deletion, and splitting. Current simplification …