Extending a Parser to Distant Domains Using a Few Dozen Partially Annotated Examples
Table 7: RSP performance on BioChemDev.
['Training Data', 'BioChemDev correct constituents %', 'BioChemDev error-free %', 'WsjTest  [ITALIC] F1']
Again, we started with RSP trained on WsjTrain, and fine-tuned it on minibatches containing annotations from 50 randomly selected WsjTrain sentences, plus all of BioChemTrain. As with the geometry domain, we get significant improvements using only dozens of partially annotated training sentences.