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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eLife | PLOS | MedLane | |||||||||||
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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.