That kind of errors is caused mainly by the cascaded phenomenon in biomedical names.
in order to utilize other class terms, we additionally annotated "O" class words in the training data where they corresponds to other classes such as other organic compound, lipid, and multi cell in GENIA 3.02p version corpus.