Specializing Smaller Language Models towards Multi-Step Reasoning

Yao Fu, Hao Peng, Litu Ou, Ashish Sabharwal, Tushar Khot. Specializing Smaller Language Models towards Multi-Step Reasoning. 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 10421-10430, PMLR, 2023. [doi]

@inproceedings{FuPOSK23,
  title = {Specializing Smaller Language Models towards Multi-Step Reasoning},
  author = {Yao Fu and Hao Peng and Litu Ou and Ashish Sabharwal and Tushar Khot},
  year = {2023},
  url = {https://proceedings.mlr.press/v202/fu23d.html},
  researchr = {https://researchr.org/publication/FuPOSK23},
  cites = {0},
  citedby = {0},
  pages = {10421-10430},
  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},
}