Modeling Relation Paths for Representation Learning of Knowledge Bases

Yankai Lin, Zhiyuan Liu, Huanbo Luan +3

DIAG-NRE: A Neural Pattern Diagnosis Framework for Distantly Supervised Neural Relation Extraction

Shun Zheng, Xu Han, Yankai Lin +5

Graph Neural Networks with Generated Parameters for Relation Extraction

Hao Zhu, Yankai Lin, Zhiyuan Liu +3

DocRED: A Large-Scale Document-Level Relation Extraction Dataset

Yuan Yao, Deming Ye, Peng Li +7

The paper introduces DocRED, a large human‑annotated dataset for extracting relations between entities across multiple sentences in a document, and provides both supervised and dis…

Incorporating Relation Paths in Neural Relation Extraction

Wenyuan Zeng, Yankai Lin, Zhiyuan Liu +1

Fact Discovery from Knowledge Base via Facet Decomposition

Zihao Fu, Yankai Lin, Zhiyuan Liu +1

Knowledge Representation Learning: A Quantitative Review

Yankai Lin, Xu Han, Ruobing Xie +2