A Multi-Task Learning Framework for Extracting Bacteria Biotope Information

WS 2019 Qi ZhangChao LiuYing ChiXuansong XieXiansheng Hua

This paper presents a novel transfer multi-task learning method for Bacteria Biotope rel+ner task at BioNLP-OST 2019. To alleviate the data deficiency problem in domain-specific information extraction, we use BERT(Bidirectional Encoder Representations from Transformers) and pre-train it using mask language models and next sentence prediction on both general corpus and medical corpus like PubMed... (read more)

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