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@@ -27,7 +27,7 @@ Some cleaning and other modifications to make [the riddle_sense dataset](https:/
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  - reformatting to use special tags indicating the question and answer components
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  - normalization: whitespace normalization, etc with `clean-text`
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- - **spell correction** the original dataset has numerous spelling errors; these are fixed using `BertChecker` from the `neuspell` library
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  ## Notes & Gotchas
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  - reformatting to use special tags indicating the question and answer components
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  - normalization: whitespace normalization, etc with `clean-text`
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+ - **spell correction** the original dataset has numerous spelling errors; these are fixed using `BertChecker` from the `neuspell` library **for the questions only**. The answers were left as-is as there is some specific terminology/puns that get changed by SC.
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  ## Notes & Gotchas
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