Pritam Deka

From Retrieval to Typed Decisions: Calibrated System One Models from Biomedical Sentence Encoders

Typed decision models answer schema-constrained questions about a text in one forward pass and return probabilities meant to be thresholded. We ask whether biomedical sentence encoders trained for retrieval are good starting points for such models. We present SBERT2S1, which converts Sentence-Transformers encoders into …