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Results for DASH and our symptom alignment method using different embeddings with and without context (accuracy score)
| Model | Accuracy |
|---|---|
| DASH | 0.37 |
| BERT + no context | 0.39 |
| SciBERT + no context | 0.39 |
| UMLSBERT + no context | 0.44 |
| S-PubMedBERT no context | 0.53 |
| BERT + context | 0.53 |
| SciBERT + context | 0.57 |
| UMLSBERT + context | 0.59 |
| S-PubMedBERT + context | 0.70 |
