TEG Datasets
Dataset Format
Each dataset is a PyG Data object and is stored in the processed
subdir following a unified format, with each attribute defined as follows:
edge_index
: Graph connectivity in COO format with shape [2, num_edges] and typetorch.long
.text_nodes
:List
contains textual information for each node in the graph.text_edges
:List
contains textual information for each edge in the graph.node_labels
: labels or classes for each node in the graph.edge_labels
: labels or classes for each edge in the graph and typetorch.long
.
Embedding Data Format
The embedding data is thrived from text_nodes
and text_edges
through PLM including:
We will provide more TEG datasets and PLM embedding in the futrue!