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. 2024 Oct 3;26:e60601. doi: 10.2196/60601

Table 4.

For evaluation of the text simplification task, we compared ROUGE-1, ROUGE-2, ROUGE-L, and Flesch-Kincaid Grade Level score.


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R-1a R-2b R-Lc FKGLd R-1 R-2 R-L FKGL R-1 R-2 R-L FKGL
Ground Truth e 12 15 13
BigBirdPegasus 14.00 3.42 9.16 13f 18.92 4.79 12.54 17 74.96 65.37 74.56 13f
BART 16.16f 4.31f 10.19f 14 21.09 7.20 14.17 16f 83.25f 74.50f 82.99f 13f
BioBART 14.31 3.70 9.36 17 23.80f 7.83f 15.65f 17 82.89 74.26 82.65 13f

aR-1: ROUGE-1.

bR-2: ROUGE-2.

cR-L: ROUGE-L.

dFKGL: Flesch-Kincaid Grade Level.

eNot applicable.

fThe superior score within the same data set.