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Author

Carlos Escolano

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Preprint Oct 2026

Task-Preserving Multilingual Instruction Tuning for Open-Ended QA in WMT 2026 MIST

This paper describes our submission to the WMT 2026 Multilingual Instruction Shared Task. We adapt Qwen3-8B with LoRA using organiser-provided data, EuroAlpaca, a multilingual instruction dataset created through task-preserving localisation, and CrossEuroAlpaca, a cross-lingual augmentation that assigns different sourc...

Aleix Sant, Jordi Luque, Carlos Escolano · 0 citations
#natural language process... Preprint Sep 2026

EuroAlpaca: Task-Preserving Localisation of Instruction Data for European Languages

EuroAlpaca is introduced, a task-preserving localisation pipeline and near-parallel resource covering 50 European languages and regional varieties, together with European-IFEval, a multilingual benchmark for verifiable instruction following, showing that preserving task semantics is essential for multilingual instructi...

Aleix Sant, Jordi Luque, Carlos Escolano · 0 citations

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