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CzechDocs: A Multiway Parallel Dataset of Formatted Documents for Minority Languages in Czechia

arXiv 2606.20212 ↗First posted 18 Jun 2026cs.CLcited by 0

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Abstract (arXiv)

We present CzechDocs, a multiway parallel dataset of formatted documents (HTML, DOCX, and PDF) covering Czech and minority languages used in Czechia-primarily Ukrainian and English, with smaller portions of Vietnamese, Russian and other languages. The dataset is designed to support the evaluation of machine translation systems that aim to preserve document formatting during translation. We provide a comparison of the most common approaches to format-preserving machine translation on a validation subset of the dataset. This validation split, together with the evaluation toolkit, is publicly released for further research. A held-out test split will be reserved for a future shared task focused on document-level translation with formatting preservation.

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References · 2

  1. 2021Word Alignment by Fine-tuning Embeddings on Parallel Corporacited by 186
  2. 2020A High-Quality Multilingual Dataset for Structured Documentation Translationcited by 10

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