Papers by Liz Karen Chavez Sanchez
Revisiting Syllables in Language Modelling and Their Application on Low-Resource Machine Translation (2022.coling-1)
Copied to clipboard
| Challenge: | Language modelling and machine translation tasks mostly use subword or character inputs, but syllables are rarely used. |
| Approach: | They explore the potential of syllables for open-vocabulary language modelling in 21 languages. |
| Outcome: | The proposed method outperforms characters and subwords in a non-related and low-resource language pair. |