41 citations · 42 across the 3 of their papers we have counts for
3 papers
cs.CL2020★ 1 cited
PPKE: Knowledge Representation Learning by Path-based Pre-training
Bin He, Di Zhou, Jing Xie +3
Entities may have complex interactions in a knowledge graph (KG), such as multi-step relationships, which can be viewed as graph contextual information of the entities. Traditional…
cs.CL2020
HyperText: Endowing FastText with Hyperbolic Geometry
Yudong Zhu, Di Zhou, Jinghui Xiao +3
Natural language data exhibit tree-like hierarchical structures such as the hypernym-hyponym relations in WordNet. FastText, as the state-of-the-art text classifier based on shallo…
cs.CL2019★ 41 cited
Integrating Graph Contextualized Knowledge into Pre-trained Language Models
Bin He, Di Zhou, Jinghui Xiao +4
Complex node interactions are common in knowledge graphs, and these interactions also contain rich knowledge information. However, traditional methods usually treat a triple as a t…