PAL: Program-aided Language Models

Luyu Gao, Aman Madaan, Shuyan Zhou, Uri Alon 0002, Pengfei Liu 0003, Yiming Yang, Jamie Callan, Graham Neubig. PAL: Program-aided Language Models. In Andreas Krause 0001, Emma Brunskill, KyungHyun Cho, Barbara Engelhardt, Sivan Sabato, Jonathan Scarlett, editors, International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA. Volume 202 of Proceedings of Machine Learning Research, pages 10764-10799, PMLR, 2023. [doi]

@inproceedings{GaoMZ00YCN23,
  title = {PAL: Program-aided Language Models},
  author = {Luyu Gao and Aman Madaan and Shuyan Zhou and Uri Alon 0002 and Pengfei Liu 0003 and Yiming Yang and Jamie Callan and Graham Neubig},
  year = {2023},
  url = {https://proceedings.mlr.press/v202/gao23f.html},
  researchr = {https://researchr.org/publication/GaoMZ00YCN23},
  cites = {0},
  citedby = {0},
  pages = {10764-10799},
  booktitle = {International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA},
  editor = {Andreas Krause 0001 and Emma Brunskill and KyungHyun Cho and Barbara Engelhardt and Sivan Sabato and Jonathan Scarlett},
  volume = {202},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}