Extraction using Semi-supervised Parsing: Experiments with purely supervised learning show that our generative model requires a large curated set to minimize the sparse data problem, but domainspecific annotated corpora are always rare and expensive.
there is a huge source of unlabeled MEDLINE articles available that may meet our needs, by assuming that any sentence containing BACTERIUM, PROTEIN and LOCATION NEs has the BPL relation.