{"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/the-utility-and-interplay-of-gazetteers-and","title":"The Utility and Interplay of Gazetteers and Entity Segmentation for Named Entity Recognition in English","arxiv_id":null,"date":"2021-08-01","proceeding":"Findings (ACL) 2021 8","authors":["Oshin Agarwal","Ani Nenkova"],"abstract":"","url_abs":"https://aclanthology.org/2021.findings-acl.349","url_pdf":"https://aclanthology.org/2021.findings-acl.349.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":[],"tasks":[{"task_slug":"named-entity-recognition-1","task_name":"Named Entity Recognition"},{"task_slug":"named-entity-recognition-ner","task_name":"Named Entity Recognition (NER)"},{"task_slug":"named-entity-recognition","task_name":"named-entity-recognition"}],"methods":[],"datasets_introduced":[],"methods_introduced":[],"results":[{"leaderboard":"/sota/named-entity-recognition-on-broad-twitter","task":"Named Entity Recognition (NER)","dataset":"Broad Twitter Corpus","model":"WORD_GAZ","rank_in_archive_order":1,"of":1,"metrics":{"Entity F1":"74.70"},"uses_additional_data":false}],"syntology":{"syntology_url":null,"atlas_url":null,"mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}