Jihang Mao

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2019

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Integration of Deep Learning and Traditional Machine Learning for Knowledge Extraction from Biomedical Literature
Jihang Mao | Wanli Liu
Proceedings of the 5th Workshop on BioNLP Open Shared Tasks

In this paper, we present our participation in the Bacteria Biotope (BB) task at BioNLP-OST 2019. Our system utilizes fine-tuned language representation models and machine learning approaches based on word embedding and lexical features for entities recognition, normalization and relation extraction. It achieves the state-of-the-art performance and is among the top two systems in five of all six subtasks.
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