Table 6 Open in new tab Performance of... | Oxford Academic

Table 6

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Performance of tested systems on JNLPBA and revised JNLPBA datasets

System	JNLPBA			Revised JNLPBA			\|$\pm \Delta $\|\|$F_1$\|-measures
	P	R	F	P	R	F
BANNER
[106]	66.65	69.34	67.97	89.11	75.51	80.46	+12.49
Gimli
[107]	72.85	71.62	72.23	91.33	82.84	86.88	+14.65
NERsuite
[108]	69.95	72.41	71.16	89.13	83.41	86.17	+15.01
GRAM-CNN
[21]	69.73	75.64	72.57	85.50	87.50	86.49	+13.92
BioBERT
[96]	66.99	79.08	72.54	88.12	88.25	88.18	+15.64

System	JNLPBA			Revised JNLPBA			\|$\pm \Delta $\|\|$F_1$\|-measures
	P	R	F	P	R	F
BANNER
[106]	66.65	69.34	67.97	89.11	75.51	80.46	+12.49
Gimli
[107]	72.85	71.62	72.23	91.33	82.84	86.88	+14.65
NERsuite
[108]	69.95	72.41	71.16	89.13	83.41	86.17	+15.01
GRAM-CNN
[21]	69.73	75.64	72.57	85.50	87.50	86.49	+13.92
BioBERT
[96]	66.99	79.08	72.54	88.12	88.25	88.18	+15.64

Symbols: Precision(P); Recall(R); F-score(F)

Table 6

Open in new tab

Performance of tested systems on JNLPBA and revised JNLPBA datasets

System	JNLPBA			Revised JNLPBA			\|$\pm \Delta $\|\|$F_1$\|-measures
	P	R	F	P	R	F
BANNER
[106]	66.65	69.34	67.97	89.11	75.51	80.46	+12.49
Gimli
[107]	72.85	71.62	72.23	91.33	82.84	86.88	+14.65
NERsuite
[108]	69.95	72.41	71.16	89.13	83.41	86.17	+15.01
GRAM-CNN
[21]	69.73	75.64	72.57	85.50	87.50	86.49	+13.92
BioBERT
[96]	66.99	79.08	72.54	88.12	88.25	88.18	+15.64

System	JNLPBA			Revised JNLPBA			\|$\pm \Delta $\|\|$F_1$\|-measures
	P	R	F	P	R	F
BANNER
[106]	66.65	69.34	67.97	89.11	75.51	80.46	+12.49
Gimli
[107]	72.85	71.62	72.23	91.33	82.84	86.88	+14.65
NERsuite
[108]	69.95	72.41	71.16	89.13	83.41	86.17	+15.01
GRAM-CNN
[21]	69.73	75.64	72.57	85.50	87.50	86.49	+13.92
BioBERT
[96]	66.99	79.08	72.54	88.12	88.25	88.18	+15.64

Symbols: Precision(P); Recall(R); F-score(F)