Distant IE by Bootstrapping Using Lists and Document Structure
Table 2: Comparison between baselines and DIEBOLDS on extraction results of the labeled pages.
['[EMPTY]', 'P', 'Disease R', 'F1', 'P', 'Drug R', 'F1']
DIEBOLDS and its variants outperform the baselines in all metrics. DIEBOLDS is the most effective pipeline in both domains, and its improvement over DS1, pure distant supervision, on F1 is about 20% in disease domain, and more than 100% in drug domain.