GradSim: Gradient-Based Language Grouping for Effective Multilingual Training

Mingyang Wang, Heike Adel, Lukas Lange, Jannik Strötgen, Hinrich Schütze. GradSim: Gradient-Based Language Grouping for Effective Multilingual Training. 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 4631-4646, Association for Computational Linguistics, 2023. [doi]

@inproceedings{WangALSS23-0,
  title = {GradSim: Gradient-Based Language Grouping for Effective Multilingual Training},
  author = {Mingyang Wang and Heike Adel and Lukas Lange and Jannik Strötgen and Hinrich Schütze},
  year = {2023},
  url = {https://aclanthology.org/2023.emnlp-main.282},
  researchr = {https://researchr.org/publication/WangALSS23-0},
  cites = {0},
  citedby = {0},
  pages = {4631-4646},
  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},
}