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Transfer Learning for the Prediction of Entity Modifiers in Clinical Text: Application to Opioid Use Disorder Case Detection
Feb. 6, 2024, 5:49 a.m. | Abdullateef I. Almudaifer Whitney Covington JaMor Hairston Zachary Deitch Ankit Anand Caleb M. Carroll
cs.LG updates on arXiv.org arxiv.org
Methods: We develop and evaluate a multi-task transformer architecture design where modifiers are learned and predicted jointly using the publicly available SemEval 2015 Task 14 corpus and a new Opioid Use Disorder (OUD) data set …
application case clinical cs.ai cs.cl cs.lg detection features opioid prediction semantics text transfer transfer learning uncertainty
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