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SotA/Methodology/Representation Learning/MedSTS

Representation Learning on MedSTS

Metric: Pearson Correlation (higher is better)

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#Model↕Pearson Correlation▼AugmentationsPaperDate↕Code
1BioSentVec (PubMed + MIMIC-III)0.767YesBioSentVec: creating sentence embeddings for bio...2018-10-22Code
2BioSentVec (MIMIC-III)0.759YesBioSentVec: creating sentence embeddings for bio...2018-10-22Code
3BioSentVec (PubMed)0.75YesBioSentVec: creating sentence embeddings for bio...2018-10-22Code
4Universal Sentence Encoder0.714NoBioSentVec: creating sentence embeddings for bio...2018-10-22Code