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. 2021 May 10;8(5):e20865. doi: 10.2196/20865

Table 3.

Quantitative Recall-Oriented Understudy for Gisting Evaluation (ROUGE)-1, ROUGE-2, and ROUGE-L results on the summarization task of clinical diagnostic interviews. All the scores have a 95% CI of at most ±0.18 (SD).

Methods ROUGEa-1 ROUGE-2 ROUGE-L

Recall F1 score Recall F1 score Recall F1 score
KiASb 22.53 30.43 10.65 14.62 24.46 32.57
Abstractive summarization 9.89 15.22 4.09 6.42 12.80 20.53
AoESc 8.69 12.37 2.25 3.21 11.51 17.24
Extractive summarization 9.79 14.37 4.18 6.52 12.72 20.47

aROUGE: Recall-Oriented Understudy for Gisting Evaluation.

bKiAS: knowledge-infused abstractive summarization.

cAoES: abstraction over extractive summarization.