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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SUMMETIX cuts city council response time by 90%
City councils handle thousands of citizen inquiries daily, often struggling with responding in a timely manner. With SUMMETIX ASSIST, one German city is transforming how