Comparison of biomedical relationship extraction methods and models for knowledge graph creation. (arXiv:2201.01647v4 [cs.AI] UPDATED)

Biomedical research is growing at such an exponential pace that scientists,
researchers, and practitioners are no more able to cope with the amount of
published literature in the domain. The knowledge presented in the literature
needs to be systematized in such a way that claims and hypotheses can be easily
found, accessed, and validated. Knowledge graphs can provide such a framework
for semantic knowledge representation from literature. However, in order to
build a knowledge graph, it is necessary to extract …

ai arxiv biomedical comparison extraction graph knowledge knowledge graph relationship