mlsanityData to 14 Oct 2026

Text Adaptation to Plain Language and Easy Read via Automatic Post-Editing Cycles

arXiv 2509.11991 ↗First posted 15 Sep 2025cs.CL cs.AIcited by 0

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Abstract (arXiv)

We describe Vicomtech's participation in the CLEARS challenge on text adaptation to Plain Language and Easy Read in Spanish. Our approach features automatic post-editing of different types of initial Large Language Model adaptations, where successive adaptations are generated iteratively until readability and similarity metrics indicate that no further adaptation refinement can be successfully performed. Taking the average of all official metrics, our submissions achieved first and second place in Plain language and Easy Read adaptation, respectively.

Key facts. No citing papers in the map yet (data through 14 Oct 2026). Builds on 23 of its 48 references that are in the map. First posted on arXiv 15 Sep 2025.

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References · 23

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11 more
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