Graph Reasoning via LLMs with Pseudocode Prompting

This is the official repository for the paper: "Graph Reasoning with Large Language Models via Pseudo-code Prompting"

Run experiments

Run the following to run all experiments or give specific args:

python run_experiments.py --all

Citation

If you use our dataset or code from this repository in your work, please cite it as follows:

@misc{skianis2024graphreasoninglargelanguage,
      title={Graph Reasoning with Large Language Models via Pseudo-code Prompting},
      author={Konstantinos Skianis and Giannis Nikolentzos and Michalis Vazirgiannis},
      year={2024},
      eprint={2409.17906},
      archivePrefix={arXiv},
      primaryClass={cs.LG},
      url={https://arxiv.org/abs/2409.17906},
}