77 citations · 78 across the 4 of their papers we have counts for
4 papers
Conditioning LLMs to Generate Code-Switched Text
Maite Heredia, Gorka Labaka, Jeremy Barnes +1
Code-switching (CS) is still a critical challenge in Natural Language Processing (NLP), due to the limited availability of large-scale, diverse CS datasets for robust training and…
Principled Paraphrase Generation with Parallel Corpora
Aitor Ormazabal, Mikel Artetxe, Aitor Soroa +2
Round-trip Machine Translation (MT) is a popular choice for paraphrase generation, which leverages readily available parallel corpora for supervision. In this paper, we formalize t…
Translation Artifacts in Cross-lingual Transfer Learning
Mikel Artetxe, Gorka Labaka, Eneko Agirre
Both human and machine translation play a central role in cross-lingual transfer learning: many multilingual datasets have been created through professional translation services, a…
Do all Roads Lead to Rome? Understanding the Role of Initialization in Iterative Back-Translation
Mikel Artetxe, Gorka Labaka, Noe Casas +1
Back-translation provides a simple yet effective approach to exploit monolingual corpora in Neural Machine Translation (NMT). Its iterative variant, where two opposite NMT models a…