{"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/bkee-pioneering-event-extraction-in-the","title":"BKEE: Pioneering Event Extraction in the Vietnamese Language","arxiv_id":null,"date":"2024-05-01","proceeding":"LREC | COLING 2024 5","authors":["Thi-Nhung Nguyen","Bang Tien Tran","Trong-Nghia Luu","Thien Huu Nguyen","Kiem-Hieu Nguyen"],"abstract":"Event Extraction (EE) is a fundamental task in information extraction, aimed at identifying events and their associated arguments within textual data. It holds significant importance in various applications and serves as a catalyst for the development of related tasks. Despite the availability of numerous datasets and methods for event extraction in various languages, there has been a notable absence of a dedicated dataset for the Vietnamese language. To address this limitation, we propose BKEE, a novel event extraction dataset for Vietnamese. BKEE encompasses over 33 distinct event types and 28 different event argument roles, providing a labeled dataset for entity mentions, event mentions, and event arguments on 1066 documents. Additionally, we establish robust baselines for potential downstream tasks on this dataset, facilitating the analysis of challenges and future development prospects in the field of Vietnamese event extraction.","url_abs":"https://aclanthology.org/2024.lrec-main.217/","url_pdf":"https://aclanthology.org/2024.lrec-main.217.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":"bkee-pioneering-event-extraction-in-the","repo_url":"https://github.com/nhungnt7/BKEE","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":0,"framework":"none","reach":null}],"tasks":[{"task_slug":"event-detection","task_name":"Event Detection"},{"task_slug":"event-extraction","task_name":"Event Extraction"},{"task_slug":"vietnamese-datasets","task_name":"Vietnamese Datasets"}],"methods":[],"datasets_introduced":[{"slug":"bkee","name":"BKEE","full_name":"BKEE: Pioneering Event Extraction in the Vietnamese Language"}],"methods_introduced":[],"results":[],"syntology":{"atlas_url":null,"mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}