Roberto Zariquiey

Revisiting Syllables in Language Modelling and Their Application on Low-Resource Machine Translation

Language modelling and machine translation tasks mostly use subword or character inputs, but syllables are seldom used. Syllables provide shorter sequences than characters, require less-specialised extracting rules than morphemes, and their segmentation is not impacted by the corpus size. In this st…