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Author

Jenna Kanerva

2 papers indexed here

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Conference Open access Aug 2026

The Algorithmic Challenges and Opportunities in Tracing Meaning at Scale in Large Historical Document Collections

The capabilities of modern language models are expanding the questions that computational history can pose. In this position paper we argue for a research program organized as a progression of increasingly semantic forms of text reuse, moving from surface-level lexical matching, through cross-lingual translation mining...

F. Ginter, Mikko Tolonen, Anna Plassart et al. · 0 citations

MultiSynt/MT: Trillion-Token Multi-Parallel Pre-Training Data Translated Across 36 Languages

This work introduces MultiSynt/MT, an open synthetic parallel corpus with approximately 4.8 trillion target-language tokens across 36 languages, produced by translating 100 billion high-quality Nemotron-CC tokens with Tower+ and OPUS-MT/HPLT-MT systems, and releases the corpus to support controlled research on multilin...

Maximilian Idahl, Jörg Tiedemann, S. Pyysalo et al. · 0 citations

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