Shypd.aiThe largest open index of AI toolsAwesome-Language-Model-on-Graphs is a research & education tool that curates papers and resources on large language models (LLMs) applied to graphs. It is continuously updated, providing a central hub for researchers in the field.
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Awesome-Language-Model-on-Graphs is a comprehensive, curated list of papers and resources focusing on the intersection of large language models (LLMs) and graph structures. This repository is built upon the foundational survey paper, 'Large Language Models on Graphs: A Comprehensive Survey,' and serves as an evolving resource for researchers and academics. It categorizes research into areas such as pure graphs, text-attributed graphs, and text-paired graphs, detailing various approaches like LLM as Predictor, Graph As Sequence, and LLM as Aligner. The resource also highlights key datasets, direct answering methods, and heuristic and algorithmic reasoning techniques. It is designed to be continuously updated, making it an invaluable tool for staying current with advancements in this rapidly developing field.
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