Most tasks in NLP require labeled data. In this recently published paper (at the 17th Linguistic Annotation Workshop held in conjunction with ACL 2023), we investigate how removing personally identifiable information as well as applying differential privacy rewriting enables using crowdsourcing for text with privacy-relevant information.

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No More Black Box: How IRIS Makes AI Transparent
AI can be powerful — but only when it’s trustworthy. At SUMMETIX, we believe explainability isn’t optional. That’s why we built IRIS with transparency at

