cross-lingual transfer

2 items

RESEARCHarXiv CS.CL·4/9/2026

Cross-Lingual Transfer and Parameter-Efficient Adaptation in the Turkic Language Family: A Theoretical Framework for Low-Resource Language Models

Este artigo propõe um arcabouço teórico para estudar a transferência interlinguística e a adaptação eficiente de parâmetros em LLMs multilingues para a família de línguas túrquicas. Ele busca abordar a sub-representação de línguas de baixos recursos nesses modelos, como azerbaijano, cazaque, uzbeque, turcomeno e gagauz.

LLMs Turkic languages cross-lingual transfer Parameter-efficient adaptation

RESEARCHarXiv CS.CL·8d ago

Cross-Lingual Steering for Figurative Language Generation

This research investigates whether internal signals driving figurative language generation in multilingual large language models are language-specific or reusable across languages. The study demonstrated that figurative category directions reliably steer within their own language and, importantly, transfer robustly across languages, indicating a shared component for this capability.

figurative language multilingual LLMs language generation cross-lingual transfer