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Investigate the effect of back-translations #592

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Tracked by #216
eu9ene opened this issue May 13, 2024 · 0 comments
Open
Tracked by #216

Investigate the effect of back-translations #592

eu9ene opened this issue May 13, 2024 · 0 comments
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quality Improving robustness and translation quality

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@eu9ene
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eu9ene commented May 13, 2024 •
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We should figure out what proportion of back-translated data to use for teacher training.

For example based on this validation curve 70:30 one stage training slightly outperforms 60:40 + fine-tuning on the original corpus.
Screenshot 2024-05-13 at 11 24 45 AM

However, on evaluation we see the opposite: 59.25 vs 59.35 chrF on Flores.
@eu9ene eu9ene mentioned this issue May 13, 2024
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@eu9ene eu9ene added the quality Improving robustness and translation quality label May 13, 2024
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