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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)

996

GitHub Stars

155

Curated Resources

5

Categories

22 hours ago

Last Refreshed

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

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What's inside

Pure Graphs

PDFDirect Answering
PDFDirect Answering
PDFDirect Answering
Text, Motif, or Image? : Understanding Graphs with Large Language Models.
PDFDirect Answering
PDFDirect Answering
PDFHeuristic Reasoning

Text-Attributed Graphs

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

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

Perspectives

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