Wide coverage biomedical event extraction using multiple partially overlapping corpora

BMC Bioinformatics

Table 9 Recall / precision / F-scores on the test portions of BioNLP ST 2011 corpora

System	GE	ID	EPI
Multiple	51.25/64.92/57.28	64.01/54.82/59.06	54.28/54.42/54.35
EasyAdapt	49.72/63.19/55.65	58.96/61.33/60.12	44.70/65.70/53.21
EM-CR	53.35/63.48/57.98	60.55/54.97/57.63	49.06/55.39/52.03
FAUST	49.41/64.75/56.04	48.03/65.97/55.59	28.88/44.51/35.03
TEES	49.56/57.65/53.30	37.85/48.62/42.57	52.69/53.98/53.33

The official scores of the 2 top performing systems, FAUST and the Turku Event Extraction System (TEES), as well as EventMine with coreference resolution and domain adaptation (EM-CR), are shown for reference. We report the subtask Task 1 (core argument detection) result for GE. The highest scores are shown in bold.

ISSN: 1471-2105