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Brain-Informed Fine-Tuning for Improved Multilingual Understanding in Language Models

2025-07-10

Abstract excerpt

Recent studies have demonstrated that fine-tuning language models with brain data can improve their semantic understanding, although these findings have so far been limited to English. Interestingly, similar to the shared multilingual embedding space of pretrained multilingual language models, human studies provide strong evidence for a shared semantic system in bilingual individuals. Here, we investigate whether...

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Literature Corpus work
efe95fdf-d707-5572-ab0c-7c3352aa91ee
DOI
10.1101/2025.07.07.662360
Open publication

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Brain-Informed Fine-Tuning for Improved Multilingual Understanding in Language ModelsDOI 10.1101/2025.07.07.662360
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