Few-shot Prompting or Supervised Tuning? A Comparative Study of LLMs for Linguistically Distant Language Pairs in BDI

Deepen Naorem, Sanasam Ranbir Singh, Telem Joyson Singh, Priyankoo Sarmah. Few-shot Prompting or Supervised Tuning? A Comparative Study of LLMs for Linguistically Distant Language Pairs in BDI. In Stelios Piperidis, NĂºria Bel, Henk van den Heuvel, Nancy Ide, Simon Krek, Antonio Toral, editors, Proceedings of the Fifteenth Language Resources and Evaluation Conference, LREC 2026, Palma de Mallorca, Spain, May 13-15, 2026. pages 12042-12053, ELRA Language Resource Association / ACL, 2026. [doi]

Abstract

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