greenelab / snorkeling

Extracting biomedical relationships from literature with Snorkel 🏊
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Transfer learning #71

Closed danich1 closed 5 years ago

danich1 commented 5 years ago

This PR is uploading my previous experiment where we tested to see if label functions could transfer between relationship types. Majority of this PR contains files that I added to run this experiment. To save time only concern yourself with the transfer_learning.ipynb file. Note: reason for erratic performance when training the models is that I am predicting only 50 sentences. For future reference more data means more stable results.