% Conference and journal citations.
@inproceedings{paw_1511_06279_published,
  title = { {Neural Programmer-Interpreters} },
  author = {Reed, Scott and de Freitas, Nando},
  year = {2016},
  booktitle = {International Conference on Learning Representations},
  url = {https://arxiv.org/abs/1511.06279}
}

@inproceedings{paw_1609_09106_published,
  title = { {HyperNetworks} },
  author = {Ha, David and Dai, Andrew M. and Le, Quoc V.},
  year = {2017},
  booktitle = {International Conference on Learning Representations},
  url = {https://openreview.net/forum?id=rkpACe1lx}
}

@inproceedings{paw_2101_00190_published,
  title = { {Prefix-Tuning: Optimizing Continuous Prompts for Generation} },
  author = {Li, Xiang Lisa and Liang, Percy},
  year = {2021},
  booktitle = {Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers)},
  publisher = {Association for Computational Linguistics},
  pages = {4582-4597},
  doi = {10.18653/v1/2021.acl-long.353},
  url = {https://aclanthology.org/2021.acl-long.353/}
}

@inproceedings{paw_2101_00420_published,
  title = { {Learning to Generate Task-Specific Adapters from Task Description} },
  author = {Ye, Qinyuan and Ren, Xiang},
  year = {2021},
  booktitle = {Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 2: Short Papers)},
  publisher = {Association for Computational Linguistics},
  pages = {646-653},
  doi = {10.18653/v1/2021.acl-short.82},
  url = {https://aclanthology.org/2021.acl-short.82/}
}

@inproceedings{paw_2106_09685_published,
  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 Wang, Lu and Chen, Weizhu},
  year = {2022},
  booktitle = {International Conference on Learning Representations},
  url = {https://openreview.net/forum?id=nZeVKeeFYf9}
}

@inproceedings{paw_2211_12485_published,
  title = { {HyperTuning: Toward Adapting Large Language Models without Back-propagation} },
  author = {Phang, Jason and Mao, Yi and He, Pengcheng and Chen, Weizhu},
  year = {2023},
  booktitle = {Proceedings of the 40th International Conference on Machine Learning},
  publisher = {PMLR},
  volume = {202},
  pages = {27854-27875},
  url = {https://proceedings.mlr.press/v202/phang23a.html}
}

@inproceedings{paw_2212_10315_published,
  title = { {HINT: Hypernetwork Instruction Tuning for Efficient Zero- and Few-Shot Generalisation} },
  author = {Ivison, Hamish and Bhagia, Akshita and Wang, Yizhong and Hajishirzi, Hannaneh and Peters, Matthew E.},
  year = {2023},
  booktitle = {Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)},
  publisher = {Association for Computational Linguistics},
  pages = {11272-11288},
  doi = {10.18653/v1/2023.acl-long.631},
  url = {https://aclanthology.org/2023.acl-long.631/}
}

@inproceedings{paw_2304_08467_published,
  title = { {Learning to Compress Prompts with Gist Tokens} },
  author = {Mu, Jesse and Li, Xiang and Goodman, Noah},
  year = {2023},
  booktitle = {Advances in Neural Information Processing Systems},
  volume = {36},
  pages = {19327-19352},
  doi = {10.52202/075280-0848},
  url = {https://proceedings.neurips.cc/paper_files/paper/2023/hash/3d77c6dcc7f143aa2154e7f4d5e22d68-Abstract-Conference.html}
}

@inproceedings{paw_2407_11004_published,
  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},
  booktitle = {Advances in Neural Information Processing Systems},
  volume = {37},
  pages = {62648-62672},
  doi = {10.52202/079017-2003},
  url = {https://proceedings.neurips.cc/paper_files/paper/2024/hash/72802bef5cf1a3449e909b20c2ae18d5-Abstract-Conference.html}
}

@inproceedings{paw_2411_05877_published,
  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 = {2025},
  booktitle = {International Conference on Learning Representations},
  url = {https://openreview.net/forum?id=bc3sUsS6ck}
}

@inproceedings{paw_2506_06105_published,
  title = { {Text-to-LoRA: Instant Transformer Adaption} },
  author = {Charakorn, Rujikorn and Cetin, Edoardo and Tang, Yujin and Lange, Robert Tjarko},
  year = {2025},
  booktitle = {Proceedings of the 42nd International Conference on Machine Learning},
  publisher = {PMLR},
  volume = {267},
  pages = {7485-7514},
  url = {https://proceedings.mlr.press/v267/charakorn25a.html}
}