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cs.CL2017★ 134 cited
Recurrent neural networks with specialized word embeddings for health-domain named-entity recognition
Inigo Jauregi Unanue, Ehsan Zare Borzeshi, Massimo Piccardi
Background. Previous state-of-the-art systems on Drug Name Recognition (DNR) and Clinical Concept Extraction (CCE) have focused on a combination of text "feature engineering" and c…
math.OC2017★ 3 cited
A Dual Method For Backward Stochastic Differential Equations with Application to Risk Valuation
Andrzej Ruszczynski, Jianing Yao
We propose a numerical recipe for risk evaluation defined by a backward stochastic differential equation. Using dual representation of the risk measure, we convert the risk valuati…