{"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/resin-11-schema-guided-event-prediction-for","title":"RESIN-11: Schema-guided Event Prediction for 11 Newsworthy Scenarios","arxiv_id":null,"date":"2022-07-01","proceeding":"NAACL (ACL) 2022 7","authors":["Xinya Du","Zixuan Zhang","Sha Li","Pengfei Yu","Hongwei Wang","Tuan Lai","Xudong Lin","Ziqi Wang","Iris Liu","Ben Zhou","Haoyang Wen","Manling Li","Darryl Hannan","Jie Lei","Hyounghun Kim","Rotem Dror","Haoyu Wang","Michael Regan","Qi Zeng","Qing Lyu","Charles Yu","Carl Edwards","Xiaomeng Jin","Yizhu Jiao","Ghazaleh Kazeminejad","Zhenhailong Wang","Chris Callison-Burch","Mohit Bansal","Carl Vondrick","Jiawei Han","Dan Roth","Shih-Fu Chang","Martha Palmer","Heng Ji"],"abstract":"We introduce RESIN-11, a new schema-guided event extraction&prediction framework that can be applied to a large variety of newsworthy scenarios. The framework consists of two parts: (1) an open-domain end-to-end multimedia multilingual information extraction system with weak-supervision and zero-shot learningbased techniques. (2) schema matching and schema-guided event prediction based on our curated schema library. We build a demo website based on our dockerized system and schema library publicly available for installation (https://github.com/RESIN-KAIROS/RESIN-11). We also include a video demonstrating the system.","url_abs":"https://aclanthology.org/2022.naacl-demo.7","url_pdf":"https://aclanthology.org/2022.naacl-demo.7.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":"resin-11-schema-guided-event-prediction-for","repo_url":"https://github.com/resin-kairos/resin-11","is_official":1,"mentioned_in_paper":1,"mentioned_in_github":0,"framework":"none","reach":null}],"tasks":[{"task_slug":"event-extraction","task_name":"Event Extraction"},{"task_slug":"prediction","task_name":"Prediction"}],"methods":[{"method_slug":null,"method_name":"Library"}],"datasets_introduced":[],"methods_introduced":[],"results":[],"syntology":{"syntology_url":null,"atlas_url":null,"mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}