This repository contains code for Talk like a Graph: Encoding Graphs for Large Language Models and Let Your Graph Do the Talking: Encoding Structured Data for LLMs.
If you use this package for published work, please cite the following.
For the "Talk like a Graph" project:
@inproceedigs{fatemi2024talk,
title={Talk like a Graph: Encoding Graphs for Large Language Models},
author={Bahare Fatemi and Jonathan Halcrow and Bryan Perozzi},
booktitle={International Conference on Learning Representations (ICLR)},
year={2024}
}
For Graph Token (a.k.a "Let Your Graph Do the Talking"):
@misc{perozzi2024letgraphtalkingencoding,
title={Let Your Graph Do the Talking: Encoding Structured Data for LLMs},
author={Bryan Perozzi and Bahare Fatemi and Dustin Zelle and Anton Tsitsulin and Mehran Kazemi and Rami Al-Rfou and Jonathan Halcrow},
year={2024},
eprint={2402.05862},
archivePrefix={arXiv},
primaryClass={cs.LG},
url={https://arxiv.org/abs/2402.05862},
}
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