How can the trained model be used to make predictions on unlabeled data?

clinicalml / TabLLM

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Closed lpy1207 closed 2 months ago

lpy1207 commented 2 months ago

Hello, thank you very much for your work. How can the trained model be used to make predictions on unlabeled data?

stefanhgm commented 2 months ago

Hello @lpy1207,

thanks for using TabLLM!

Basically, the zero-shot results are predictions without training data, so yes this would be possible. Please follow the readme and use the settings for zero-shot in the run script. You can also find some more details about zero-shot experiments here: Large Language Model Capabilities in Perioperative Risk Prediction and Prognostication

I hope that help!