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@@ -3,4 +3,4 @@ How to measure bias in language models is not trivial and still an active area o
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  First of all, what is bias? As you may have noticed, stereotypes may change across languages and cultures.
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  What is problematic in the USA, may not be relevant in the Netherlands---each cultural context requires its own careful evaluation.
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  Furthermore, defining good ways to measure it is also difficult.
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- For example, [Blodgett et al. (2021)](https://aclanthology.org/2021.acl-long.81/) find that typos, nonsensical examples, and other mistakes threatens the validity of CrowS-Pairs, the dataset we show above.
 
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  First of all, what is bias? As you may have noticed, stereotypes may change across languages and cultures.
4
  What is problematic in the USA, may not be relevant in the Netherlands---each cultural context requires its own careful evaluation.
5
  Furthermore, defining good ways to measure it is also difficult.
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+ For example, [Blodgett et al. (2021)](https://aclanthology.org/2021.acl-long.81/) find that typos, nonsensical examples, and other mistakes threaten the validity of CrowS-Pairs, the dataset we show above.