Pinned

1. Awesome-Language-Model-on-Graphs Awesome-Language-Model-on-Graphs Public

   A curated list of papers and resources based on "Large Language Models on Graphs: A Comprehensive Survey".

   556 35

2. Graph-CoT Graph-CoT Public

   Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs (ACL 2024)

   Jupyter Notebook 55 2

3. Edgeformers Edgeformers Public

   Edgeformers: Graph-Empowered Transformers for Representation Learning on Textual-Edge Networks (ICLR 2023)

   Python 54 3

4. Patton Patton Public

   Patton: Language Model Pretraining on Text-rich Networks (ACL 2023 main oral)

   Python 20 1

5. Heterformer Heterformer Public

   Heterformer: Transformer-based Deep Node Representation Learning on Heterogeneous Text-Rich Networks (KDD 2023)

   Jupyter Notebook 16 1

6. LMIndexer LMIndexer Public

   Language Models as Semantic Indexers (ICML 2024)

   Python 11