{"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/gender-bias-in-coreference-resolution","title":"Gender Bias in Coreference Resolution","arxiv_id":"1804.09301","date":"2018-04-25","proceeding":"NAACL 2018 6","authors":["Rachel Rudinger","Jason Naradowsky","Brian Leonard","Benjamin Van Durme"],"abstract":"We present an empirical study of gender bias in coreference resolution\nsystems. We first introduce a novel, Winograd schema-style set of minimal pair\nsentences that differ only by pronoun gender. With these \"Winogender schemas,\"\nwe evaluate and confirm systematic gender bias in three publicly-available\ncoreference resolution systems, and correlate this bias with real-world and\ntextual gender statistics.","url_abs":"http://arxiv.org/abs/1804.09301v1","url_pdf":"http://arxiv.org/pdf/1804.09301v1.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":"gender-bias-in-coreference-resolution","repo_url":"https://github.com/rudinger/winogender-schemas","is_official":1,"mentioned_in_paper":1,"mentioned_in_github":0,"framework":"none","reach":{"status":"ok","spdx":"MIT"}},{"paper_slug":"gender-bias-in-coreference-resolution","repo_url":"https://github.com/anthropics/evals","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"none","reach":{"status":"ok","spdx":"CC-BY-4.0"}},{"paper_slug":"gender-bias-in-coreference-resolution","repo_url":"https://github.com/mapmeld/disambiguation_q","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"none","reach":{"status":"ok"}},{"paper_slug":"gender-bias-in-coreference-resolution","repo_url":"https://github.com/uclanlp/socialbias-dataset-construction-biases","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"none","reach":null}],"tasks":[{"task_slug":"coreference-resolution","task_name":"Coreference Resolution"},{"task_slug":"coreference-resolution-1","task_name":"coreference-resolution"}],"methods":[],"datasets_introduced":[{"slug":"winogender-schemas","name":"Winogender Schemas","full_name":""}],"methods_introduced":[],"results":[],"syntology":{"atlas_url":"https://app.syntology.ai/?focus=1804.09301","mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}