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cs.CL2025
Efficient Continual Learning in Neural Machine Translation: A Low-Rank Adaptation Approach
Salvador Carrión, Francisco Casacuberta
Continual learning in Neural Machine Translation (NMT) faces the dual challenges of catastrophic forgetting and the high computational cost of retraining. This study establishes Lo…
cs.CL2025
Two Spelling Normalization Approaches Based on Large Language Models
Miguel Domingo, Francisco Casacuberta
The absence of standardized spelling conventions and the organic evolution of human language present an inherent linguistic challenge within historical documents, a longstanding co…