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Repetition over Diversity: High-Signal Data Filtering for Sample-Efficient German Language Modeling

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Published in:ArXiv cs.CL Recent Papers
Format: Online Article RSS Article
Published: 2026
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spellingShingle Repetition over Diversity: High-Signal Data Filtering for Sample-Efficient German Language Modeling
ArXiv cs.CL Recent Papers
Civil & Construction
Engineering & Technology
sub_discipline_display Civil & Construction
sub_discipline_facet Civil & Construction
subject_display ArXiv cs.CL Recent Papers
Civil & Construction
Engineering & Technology
ArXiv cs.CL Recent Papers
Civil & Construction
Engineering & Technology
subject_facet ArXiv cs.CL Recent Papers
Civil & Construction
Engineering & Technology
title Repetition over Diversity: High-Signal Data Filtering for Sample-Efficient German Language Modeling
title_auth Repetition over Diversity: High-Signal Data Filtering for Sample-Efficient German Language Modeling
title_full Repetition over Diversity: High-Signal Data Filtering for Sample-Efficient German Language Modeling
title_fullStr Repetition over Diversity: High-Signal Data Filtering for Sample-Efficient German Language Modeling
title_full_unstemmed Repetition over Diversity: High-Signal Data Filtering for Sample-Efficient German Language Modeling
title_short Repetition over Diversity: High-Signal Data Filtering for Sample-Efficient German Language Modeling
title_sort repetition over diversity: high-signal data filtering for sample-efficient german language modeling
topic ArXiv cs.CL Recent Papers
Civil & Construction
Engineering & Technology
url https://arxiv.org/abs/2604.28075v1