COMPASS: COntinual Multilingual PEFT with Adaptive Semantic Sampling
arXiv:2604.20720v1 Announce Type: new
Abstract: Large language models (LLMs) often exhibit performance disparities across languages, with naive multilingual fine-tuning frequently degrading performance due to negative cross-lingual interference. To ad…