Edoardo Barba

Code-Switching with Word Senses for Pretraining in Neural Machine Translation

2023 · arXiv (Cornell University)

Lexical ambiguity is a significant and pervasive challenge in Neural Machine Translation (NMT), with many state-of-the-art (SOTA) NMT systems struggling to handle polysemous words (Campolungo et al., 2022). The same holds for the NMT pretraining …