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. 2022 Nov 18;10(11):e38095. doi: 10.2196/38095

Table 1.

Flesch-Kincaid Grade Level and Automatic Readability Index for the generated text.a

Text Flesch-Kincaid Grade Level Automatic Readability Index
Baseline


Technical abstracts 14.42 15.58
Gold-standard references 13.11 15.08
Model generated


BART-Fine-tuned 13.45 15.32
BART-UL 11.97 13.73b
TESLEA 11.84b 13.82
MUSSc 14.29 17.29
Keep it Simple 14.15 17.05
PEGASUS-large 14.53 17.55
PEGASUS-pubmed-large 16.35 19.8

aTESLEA significantly reduces FKGL and ARI scores when compared with plain language summaries.

bBest score.

cMUSS: multilingual unsupervised sentence simplification.