Papers with term low-resource double bind to
The Low-Resource Double Bind: An Empirical Study of Pruning for Low-Resource Machine Translation (2021.findings-emnlp)
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| Challenge: | Extending state-of-the-art language models to low-resource languages requires addressing what we call the low-Resource double bind. |
| Approach: | They propose a low-resource double bind to refer to the co-occurrence of data limitations and compute resource constraints. |
| Outcome: | The proposed model improves performance on frequent sentences but disparates on infrequent ones. |