The first shared task on MT robustness received 23 submissions showing up to +22.33 BLEU gains on noisy Reddit data, with strong human-BLEU correlation.
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Task-specific decoder parameters outperform fully shared decoder parameters in both supervised and zero-shot multilingual translation performance.
citing papers explorer
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Findings of the First Shared Task on Machine Translation Robustness
The first shared task on MT robustness received 23 submissions showing up to +22.33 BLEU gains on noisy Reddit data, with strong human-BLEU correlation.
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Evaluating the Supervised and Zero-shot Performance of Multi-lingual Translation Models
Task-specific decoder parameters outperform fully shared decoder parameters in both supervised and zero-shot multilingual translation performance.