% arXiv citations.
@misc{paw_1511_06279,
  title = { {Neural Programmer-Interpreters} },
  author = {Reed, Scott and de Freitas, Nando},
  year = {2015},
  note = {arXiv preprint},
  eprint = {1511.06279},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/1511.06279}
}

@misc{paw_1609_09106,
  title = { {HyperNetworks} },
  author = {Ha, David and Dai, Andrew and Le, Quoc V.},
  year = {2016},
  note = {arXiv preprint},
  eprint = {1609.09106},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/1609.09106}
}

@misc{paw_2101_00190,
  title = { {Prefix-Tuning: Optimizing Continuous Prompts for Generation} },
  author = {Li, Xiang Lisa and Liang, Percy},
  year = {2021},
  note = {arXiv preprint},
  eprint = {2101.00190},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2101.00190}
}

@misc{paw_2101_00420,
  title = { {Learning to Generate Task-Specific Adapters from Task Description} },
  author = {Ye, Qinyuan and Ren, Xiang},
  year = {2021},
  note = {arXiv preprint},
  eprint = {2101.00420},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2101.00420}
}

@misc{paw_2106_09685,
  title = { {LoRA: Low-Rank Adaptation of Large Language Models} },
  author = {Hu, Edward J. and Shen, Yelong and Wallis, Phillip and Allen-Zhu, Zeyuan and Li, Yuanzhi and Wang, Shean and Wang, Lu and Chen, Weizhu},
  year = {2021},
  note = {arXiv preprint},
  eprint = {2106.09685},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2106.09685}
}

@misc{paw_2211_12485,
  title = { {HyperTuning: Toward Adapting Large Language Models without Back-propagation} },
  author = {Phang, Jason and Mao, Yi and He, Pengcheng and Chen, Weizhu},
  year = {2022},
  note = {arXiv preprint},
  eprint = {2211.12485},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2211.12485}
}

@misc{paw_2212_10315,
  title = { {HINT: Hypernetwork Instruction Tuning for Efficient Zero- \& Few-Shot Generalisation} },
  author = {Ivison, Hamish and Bhagia, Akshita and Wang, Yizhong and Hajishirzi, Hannaneh and Peters, Matthew},
  year = {2022},
  note = {arXiv preprint},
  eprint = {2212.10315},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2212.10315}
}

@misc{paw_2304_08467,
  title = { {Learning to Compress Prompts with Gist Tokens} },
  author = {Mu, Jesse and Li, Xiang Lisa and Goodman, Noah},
  year = {2023},
  note = {arXiv preprint},
  eprint = {2304.08467},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2304.08467}
}

@misc{paw_2407_11004,
  title = { {The ALCHEmist: Automated Labeling 500x CHEaper Than LLM Data Annotators} },
  author = {Huang, Tzu-Heng and Cao, Catherine and Bhargava, Vaishnavi and Sala, Frederic},
  year = {2024},
  note = {arXiv preprint},
  eprint = {2407.11004},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2407.11004}
}

@misc{paw_2411_05877,
  title = { {Generative Adapter: Contextualizing Language Models in Parameters with A Single Forward Pass} },
  author = {Chen, Tong and Fang, Hao and Xia, Patrick and Liu, Xiaodong and Van Durme, Benjamin and Zettlemoyer, Luke and Gao, Jianfeng and Cheng, Hao},
  year = {2024},
  note = {arXiv preprint},
  eprint = {2411.05877},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2411.05877}
}

@misc{paw_2506_06105,
  title = { {Text-to-LoRA: Instant Transformer Adaption} },
  author = {Charakorn, Rujikorn and Cetin, Edoardo and Tang, Yujin and Lange, Robert Tjarko},
  year = {2025},
  note = {arXiv preprint},
  eprint = {2506.06105},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2506.06105}
}

@misc{paw_2607_02512,
  title = { {Program-as-Weights: A Programming Paradigm for Fuzzy Functions} },
  author = {Zhang, Wentao and Hotsko, Liliana and Kim, Woojeong and Nie, Pengyu and Shieber, Stuart and Deng, Yuntian},
  year = {2026},
  note = {arXiv preprint},
  eprint = {2607.02512},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2607.02512}
}

@misc{paw_2609_04199,
  title = { {Compile by Training: Turning Natural-Language Specifications into Local Neural Functions} },
  author = {Deng, Yuntian and Nie, Pengyu and Shieber, Stuart},
  year = {2026},
  note = {arXiv preprint},
  eprint = {2609.04199},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2609.04199}
}