Using Pre-trained Transformer Deep Learning Models to Identify Named Entities and Syntactic Relations for Clinical Protocol Analysis

Miao Chen, Fang Du, Ganhui Lan, Victor S. Lobanov. Using Pre-trained Transformer Deep Learning Models to Identify Named Entities and Syntactic Relations for Clinical Protocol Analysis. In Andreas Martin, Knut Hinkelmann, Hans-Georg Fill, Aurona Gerber, Doug Lenat, Reinhard Stolle, Frank van Harmelen, editors, Proceedings of the AAAI 2020 Spring Symposium on Combining Machine Learning and Knowledge Engineering in Practice, AAAI-MAKE 2020, Palo Alto, CA, USA, March 23-25, 2020, Volume I. Volume 2600 of CEUR Workshop Proceedings, CEUR-WS.org, 2020. [doi]

Authors

Miao Chen

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Fang Du

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Ganhui Lan

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Victor S. Lobanov

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