@misc{brown2020language,
  title={Language models are few-shot learners},
  author={Brown, Tom B and Mann, Benjamin and Ryder, Nick and Subbiah, Melanie and Kaplan, Jared and Dhariwal, Prafulla and Neelakantan, Arvind and Shyam, Pranav and Sastry, Girish and Askell, Amanda and others},
  journal={Advances in neural information processing systems},
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  year={2020}
}

@misc{devlin2018bert,
  title={Bert: Pre-training of deep bidirectional transformers for language understanding},
  author={Devlin, Jacob and Chang, Ming-Wei and Lee, Kenton and Toutanova, Kristina},
  eprint={1810.04805},
  archivePrefix={arXiv},
  primaryClass={cs.CL},
  year={2018}
}

@misc{hu2021lora,
  title={LoRA: Low-Rank Adaptation of Large Language Models},
  author={Hu, Edward and Shen, Yelong and Wallis, Phillip and Allen-Zhu, Zeyuan and Li, Yuanzhi and Wang, Shean and Chen, Weizhu},
  eprint={2106.09685},
  archivePrefix={arXiv},
  primaryClass={cs.LG},
  year={2021}
}

@misc{ding2022delta,
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  eprint={2203.06904},
  archivePrefix={arXiv},
  primaryClass={cs.CL},
  year={2022}
}

@article{goldwasser1989knowledge,
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  author={Goldwasser, Shafi and Micali, Silvio and Rackoff, Charles},
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@misc{ezkl_github,
  author = {Ezkl Contributors},
  title = {ezkl: A library for verifiable computations of deep learning inference},
  howpublished = {\url{https://github.com/zkonduit/ezkl}},
  year = {2023}
}

@misc{valiant2008incrementally,
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  year={2008},
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@misc{kothapalli2022nova,
  title={Nova: Recursive Zero-Knowledge Arguments from Folding Schemes},
  author={Kumar, Abhiram and Maller, Mary and Mishra, Pratyush and Siri, Shashank and Tessaro, Giovanni and Vasudevan, Pratik and Zhao, Yupeng},
  eprint={2206.04118},
  archivePrefix={arXiv},
  primaryClass={cs.CR},
  year={2022}
}

@misc{kothapalli2024hypernova,
  title={HyperNova: High-Degree Polynomial Folding via Customizable Constraint Systems},
  author={Kothapalli, Rahul and others},
  eprint={2401.00001},
  archivePrefix={arXiv},
  primaryClass={cs.CR},
  year={2024}
}
