Hierarchical Position Embedding of Graphs with Landmarks and Clustering for Link Prediction

1 code implementation • 13 Feb 2024 • Minsang Kim, Seungjun Baek

HPLC leverages the positional information of nodes based on landmarks at various levels of hierarchy such as nodes' distances to landmarks, inter-landmark distances and hierarchical grouping of clusters.

Clustering Graph Clustering +2

OASYS: Domain-Agnostic Automated System for Constructing Knowledge Base from Unstructured Text

1 code implementation • 29 Jun 2022 • Minsang Kim, Sang-hyun Je, Eunjoo Park

We provide both a human-annotated test dataset and an auto-generated dataset.

ComDensE : Combined Dense Embedding of Relation-aware and Common Features for Knowledge Graph Completion

1 code implementation • 29 Jun 2022 • Minsang Kim, Seungjun Baek

In the common feature extraction, we apply the common encoding function to all input embeddings.

Inductive Bias Link Prediction +2