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. Author manuscript; available in PMC: 2021 Jun 24.
Published in final edited form as: Proc Conf. 2021 Jun;2021:4794–4811. doi: 10.18653/v1/2021.naacl-main.382

Table 2:

Performance of different sentence selection strategies on CLINSUM.

Extractive Baseline ROUGE-1 ROUGE-2
Recall Precision F1 Recall Precision F1
RANDOM 0.16 0.24 0.17 0.04 0.03 0.03
LEXRANK 0.18 0.21 0.18 0.05 0.05 0.05
CLINNEUSUM 0.36 0.25 0.27 0.14 0.1 0.11
ORACLE TOP-K 0.28 0.52 0.32 0.16 0.32 0.19
ORACLE GAIN 0.43 0.63 0.5 0.26 0.42 0.3
ORACLE SENT-ALIGN (SA) 0.48 0.61 0.52 0.3 0.33 0.31
ORACLE RETRIEVAL 0.51 0.70 0.58 0.25 0.28 0.29
ORACLE SA + RETRIEVAL 0.6 0.76 0.66 0.4 0.49 0.43