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awesome-language-model-on-graphs

github.com/petergriffinjin/awesome-language-model-on-graphs ↗

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

999

GitHub Stars

155

Curated Resources

5

Categories

53 min ago

Last Refreshed

PerspectivesPure GraphsText-Attributed GraphsText-Paired Graphs (Molecules)Others

Use this list with your AI agent

Add the Context Awesome MCP server to Claude, Cursor, or any MCP client, then ask:

"Show me llm as predictor (node) resources from awesome-language-model-on-graphs"

Installation instructions →

What's inside

Text-Attributed Graphs

PDFLLM as Predictor (Node)
PDFDatasets
PDFLLM as Predictor (Node)
PDFLLM as Predictor (Node)
PDFLLM as Predictor (Node)
PDFLLM as Predictor (Node)

Perspectives

Pure Graphs

PDFDirect Answering
PDFDirect Answering
PDFDirect Answering
PDFDirect Answering
PDFDirect Answering
PDFDirect Answering

Text-Paired Graphs (Molecules)

PDFLLM as Aligner (Graph)
PDFLLM as Predictor (Graph)
PDFLLM as Predictor (Graph)
PDFLLM as Predictor (Graph)
PDFLLM as Predictor (Graph)
PDFLLM as Predictor (Graph)

Others

Showing a sample of 155 resources. View the full list on GitHub →