Bridging the Culture Gap: A Framework for LLM-Driven Socio-Cultural Localization of Math Word Problems in Low-Resource Languages

Israel Abebe Azime, Tadesse Destaw Belay, Dietrich Klakow, Philipp Slusallek, Anshuman Chhabra. Bridging the Culture Gap: A Framework for LLM-Driven Socio-Cultural Localization of Math Word Problems in Low-Resource Languages. In Maria Liakata, Viviane P. Moreira, Jiajun Zhang 0001, David Jurgens, editors, Findings of the Association for Computational Linguistics, ACL 2026, San Diego, California, United States, July 2-7, 2026. pages 855-870, Association for Computational Linguistics, 2026. [doi]

@inproceedings{AzimeBKSC26,
  title = {Bridging the Culture Gap: A Framework for LLM-Driven Socio-Cultural Localization of Math Word Problems in Low-Resource Languages},
  author = {Israel Abebe Azime and Tadesse Destaw Belay and Dietrich Klakow and Philipp Slusallek and Anshuman Chhabra},
  year = {2026},
  url = {https://aclanthology.org/2026.findings-acl.42/},
  researchr = {https://researchr.org/publication/AzimeBKSC26},
  cites = {0},
  citedby = {0},
  pages = {855-870},
  booktitle = {Findings of the Association for Computational Linguistics, ACL 2026, San Diego, California, United States, July 2-7, 2026},
  editor = {Maria Liakata and Viviane P. Moreira and Jiajun Zhang 0001 and David Jurgens},
  publisher = {Association for Computational Linguistics},
  isbn = {979-8-89176-395-1},
}