{"about":{"site":"https://codewithpapers.app","non_affiliation":"Code with Papers and Syntology are not affiliated with, endorsed by, or sponsored by Papers with Code, Meta, or the pwc-archive mirror.","licence":"CC BY-SA 4.0","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","attribution":"https://codewithpapers.app/attribution","modified":"archive material modified by Syntology; see the attribution page"},"url":"/paper/annotating-online-misogyny","title":"Annotating Online Misogyny","arxiv_id":null,"date":"2021-08-01","proceeding":"ACL 2021 5","authors":["Philine Zeinert","Nanna Inie","Leon Derczynski"],"abstract":"Online misogyny, a category of online abusive language, has serious and harmful social consequences. Automatic detection of misogynistic language online, while imperative, poses complicated challenges to both data gathering, data annotation, and bias mitigation, as this type of data is linguistically complex and diverse. This paper makes three contributions in this area: Firstly, we describe the detailed design of our iterative annotation process and codebook. Secondly, we present a comprehensive taxonomy of labels for annotating misogyny in natural written language, and finally, we introduce a high-quality dataset of annotated posts sampled from social media posts.","url_abs":"https://aclanthology.org/2021.acl-long.247","url_pdf":"https://aclanthology.org/2021.acl-long.247.pdf","source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","row_kind":"abstracts"},"code_links":[{"paper_slug":"annotating-online-misogyny","repo_url":"https://github.com/phze22/Online-Misogyny-in-Danish-Bajer","is_official":1,"mentioned_in_paper":1,"mentioned_in_github":0,"framework":"pytorch","reach":null}],"tasks":[{"task_slug":"abusive-language","task_name":"Abusive Language"},{"task_slug":"hate-speech-detection","task_name":"Hate Speech Detection"}],"methods":[],"datasets_introduced":[{"slug":"bajer-danish-misogyny","name":"bajer_danish_misogyny","full_name":"Bajer Online Misogyny"}],"methods_introduced":[],"results":[{"leaderboard":"/sota/hate-speech-detection-on-bajer-danish","task":"Hate Speech Detection","dataset":"bajer_danish_misogyny","model":"AOM mBERT","rank_in_archive_order":1,"of":1,"metrics":{"F1":"0.8549"},"uses_additional_data":false}],"syntology":{"atlas_url":null,"mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}