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Add blurb about bias to MLM demo. #564
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jvstokes
approved these changes
Oct 15, 2020
epwalsh
approved these changes
Oct 15, 2020
AkshitaB
reviewed
Oct 15, 2020
ui/src/components/demos/MaskedLm.js
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| @@ -154,7 +154,9 @@ const description = ( | |||
| <span> | |||
| <p>Masked language modeling is a fill-in-the-blank task, where a model uses the context words surrounding a [MASK] token to try to predict what the [MASK] word should be.</p> | |||
| <p>The model shown here is <a href="https://arxiv.org/abs/1810.04805" target="_blank" rel="noopener noreferrer">BERT</a>, the first large transformer to be trained on this task. | |||
| Enter text with one or more "[MASK]" tokens and the model will generate the most likely substitution for each.</p> | |||
| Enter text with one or more "[MASK]" tokens and the model will generate the most likely substitution for each. Note that the default example demonstrates how BERT demonstrates gender bias, in that it thinks the doctor is more likely a man ("his") | |||
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Suggestion: Note that in the default example, BERT demonstrates gender bias...
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Yes, that's much better. I half expected an improvement from you here...
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