Leveraging Prior Knowledge for Protein-Protein Interaction Extraction with Memory Network

no code implementations • 7 Jan 2020 • Huiwei Zhou, Zhuang Liu, Shixian Ning, Yunlong Yang, Chengkun Lang, Yingyu Lin, Kun Ma

Automatically extracting Protein-Protein Interactions (PPI) from biomedical literature provides additional support for precision medicine efforts.

Entity Embeddings

Chemical-induced Disease Relation Extraction with Dependency Information and Prior Knowledge

no code implementations • 2 Jan 2020 • Huiwei Zhou, Shixian Ning, Yunlong Yang, Zhuang Liu, Chengkun Lang, Yingyu Lin

KBs are important resources for biomedical relation extraction.

Relation Relation Extraction +1

Combining Context and Knowledge Representations for Chemical-Disease Relation Extraction

no code implementations • 23 Dec 2019 • Huiwei Zhou, Yunlong Yang, Shixian Ning, Zhuang Liu, Chengkun Lang, Yingyu Lin, Degen Huang

KBs contain huge amounts of structured information about entities and relationships, therefore plays a pivotal role in chemical-disease relation (CDR) extraction.

Relation Relation Extraction