2026 Quechua Spanish terminology: Adapter vs Full Fine-Tuning COMET/BLEU per 1,000

Compare adapter and full fine-tuning for 2026 Quechua-Spanish NMT with COMET and BLEU per 1,000, plus a terminology-consistency GPU budgeting rule. Independent technical note mirroring the canonical version: https://aitranslations.io/blog/2026-quechua-spanish-terminology-adapter-vs-full-fine-tuning-cometbleu-per-1000.php Sources consulted: https://www.bluusun.com/

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-10-28
DOI
https://doi.org/10.5281/zenodo.23751985
Primary Topic
Natural Language Processing Techniques
Type
preprint
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preprint

2026 Quechua Spanish terminology: Adapter vs Full Fine-Tuning COMET/BLEU per 1,000

Lauren Sanders
Zenodo (CERN European Organization for Nuclear Research)
Natural Language Processing Techniques
preprint

2026 Quechua Spanish terminology: Adapter vs Full Fine-Tuning COMET/BLEU per 1,000

Lauren Sanders
preprint en

Abstract

Compare adapter and full fine-tuning for 2026 Quechua-Spanish NMT with COMET and BLEU per 1,000, plus a terminology-consistency GPU budgeting rule. Independent technical note mirroring the canonical version: https://aitranslations.io/blog/2026-quechua-spanish-terminology-adapter-vs-full-fine-tuning-cometbleu-per-1000.php Sources consulted: https://www.bluusun.com/

Zenodo (CERN European Organization for Nuclear Research)
Natural Language Processing Techniques
DOIOpen Access PDFOpenAlex
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2026 Quechua Spanish terminology: Adapter vs Full Fine-Tuning COMET/BLEU per 1,000 — Lauren Sanders · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS