Graph Language Models LLM Tools
Tools that integrate graph neural networks with large language models for representation learning, graph understanding, and reasoning on graph-structured data. Does NOT include general graph databases, standalone graph neural networks without LLM integration, or LLMs applied to non-graph domains.
There are 15 graph language models tools tracked. The highest-rated is zjukg/KG-LLM-Papers at 48/100 with 2,151 stars. 1 of the top 10 are actively maintained.
Get all 15 projects as JSON
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| # | Tool | Score | Tier |
|---|---|---|---|
| 1 |
zjukg/KG-LLM-Papers
[Paper List] Papers integrating knowledge graphs (KGs) and large language... |
|
Emerging |
| 2 |
nancheng58/Awesome-LLM4RS-Papers
Large Language Model-enhanced Recommender System Papers |
|
Emerging |
| 3 |
HKUDS/UrbanGPT
[KDD'2024] "UrbanGPT: Spatio-Temporal Large Language Models" |
|
Emerging |
| 4 |
HKUDS/GraphGPT
[SIGIR'2024] "GraphGPT: Graph Instruction Tuning for Large Language Models" |
|
Emerging |
| 5 |
Alba-Intelligence/GraphMERT.jl
Julia implementation of the GraphMERT algorithm (Arxiv 2510.09580) |
|
Emerging |
| 6 |
HKUDS/HiGPT
[KDD'2024] "HiGPT: Heterogenous Graph Language Models" |
|
Experimental |
| 7 |
amajee11us/TabGLM
[AAAI' 25] Tabular Graph-Text Representation Learning with Consistency Minimization |
|
Experimental |
| 8 |
bigai-nlco/DocGNRE
[EMNLP 2023] Semi-automatic Data Enhancement for Document-Level Relation... |
|
Experimental |
| 9 |
HKUDS/Awesome-LLM4Graph-Papers
[KDD'2024] "LLM4Graph: A Survey of Large Language Models for Graphs" |
|
Experimental |
| 10 |
oooranz/GraDe
📐 Not All Features Deserve Attention: Graph-Guided Dependency Learning for... |
|
Experimental |
| 11 |
jtonglet/SEER
Code implementation for the EMNLP 2023 paper "SEER A Knapsack approach to... |
|
Experimental |
| 12 |
yzhan238/SemRank
The source code used for paper "Scientific Paper Retrieval with LLM-Guided... |
|
Experimental |
| 13 |
TianHongZXY/qaap
[EMNLP 2023] Question Answering as Programming for Solving Time-Sensitive Questions |
|
Experimental |
| 14 |
zjukg/STAR
[Preprint] Structured and Abstractive Reasoning on Multi-modal Relational... |
|
Experimental |
| 15 |
HITlgw/MemQ
Official Implementation of ACL 2025 paper: "Memory-augmented Query... |
|
Experimental |