Active Instruction Tuning: Improving Cross-Task Generalization by Training on Prompt Sensitive Tasks

Po-Nien Kung, Fan Yin, Di Wu 0054, Kai-Wei Chang, Nanyun Peng. Active Instruction Tuning: Improving Cross-Task Generalization by Training on Prompt Sensitive Tasks. In Houda Bouamor, Juan Pino 0001, Kalika Bali, editors, Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, EMNLP 2023, Singapore, December 6-10, 2023. pages 1813-1829, Association for Computational Linguistics, 2023. [doi]

@inproceedings{KungY0CP23,
  title = {Active Instruction Tuning: Improving Cross-Task Generalization by Training on Prompt Sensitive Tasks},
  author = {Po-Nien Kung and Fan Yin and Di Wu 0054 and Kai-Wei Chang and Nanyun Peng},
  year = {2023},
  url = {https://aclanthology.org/2023.emnlp-main.112},
  researchr = {https://researchr.org/publication/KungY0CP23},
  cites = {0},
  citedby = {0},
  pages = {1813-1829},
  booktitle = {Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, EMNLP 2023, Singapore, December 6-10, 2023},
  editor = {Houda Bouamor and Juan Pino 0001 and Kalika Bali},
  publisher = {Association for Computational Linguistics},
  isbn = {979-8-89176-060-8},
}