Dongzhe Fan

UniGLM: Training One Unified Language Model for Text-Attributed Graph Embedding

2024 · arXiv (Cornell University)

Representation learning on text-attributed graphs (TAGs), where nodes are represented by textual descriptions, is crucial for textual and relational knowledge systems and recommendation systems. Currently, state-of-the-art embedding methods for TAGs primarily focus on fine-tuning language …