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            <namePart type="given">Łukasz</namePart>
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    <abstract>The Polish language, like some Slavic and Romance languages, has a masculine-centric bias in its generic forms, leading to frequent use of masculine nouns when referring to women or mixed-gender groups. This presents a linguistic challenge for development of gender-inclusive technologies, addressed in PolEval task 2.This paper presents pragmatic instruction fine-tuning approach, using Low-Rank Adaptation (LoRA) on the pre-trained Polish PLT5 sequence-to-sequence model.</abstract>
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%0 Conference Proceedings
%T Instruction fine-tuning using pragmatic layer
%A Paszkowska, Adrianna
%Y Kobyliński, Łukasz
%Y Wróblewska, Alina
%Y Ogrodniczuk, Maciej
%S Proceedings of the PolEval 2025 Workshop
%D 2025
%8 November
%I Institute of Computer Science PAS and Association for Computational Linguistics
%C Warsaw
%F paszkowska-2025-instruction
%X The Polish language, like some Slavic and Romance languages, has a masculine-centric bias in its generic forms, leading to frequent use of masculine nouns when referring to women or mixed-gender groups. This presents a linguistic challenge for development of gender-inclusive technologies, addressed in PolEval task 2.This paper presents pragmatic instruction fine-tuning approach, using Low-Rank Adaptation (LoRA) on the pre-trained Polish PLT5 sequence-to-sequence model.
%U https://aclanthology.org/2025.poleval-main.9/
%P 60-65

Markdown (Informal)

[Instruction fine-tuning using pragmatic layer](https://aclanthology.org/2025.poleval-main.9/) (Paszkowska, PolEval 2025)

• Instruction fine-tuning using pragmatic layer (Paszkowska, PolEval 2025)

ACL

• Adrianna Paszkowska. 2025. Instruction fine-tuning using pragmatic layer. In Proceedings of the PolEval 2025 Workshop, pages 60–65, Warsaw. Institute of Computer Science PAS and Association for Computational Linguistics.