{"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/overview-of-cail2018-legal-judgment","title":"Overview of CAIL2018: Legal Judgment Prediction Competition","arxiv_id":"1810.05851","date":"2018-10-13","proceeding":null,"authors":["Haoxi Zhong","Chaojun Xiao","Zhipeng Guo","Cunchao Tu","Zhiyuan Liu","Maosong Sun","Yansong Feng","Xianpei Han","Zhen Hu","Heng Wang","Jianfeng Xu"],"abstract":"In this paper, we give an overview of the Legal Judgment Prediction (LJP)\ncompetition at Chinese AI and Law challenge (CAIL2018). This competition\nfocuses on LJP which aims to predict the judgment results according to the\ngiven facts. Specifically, in CAIL2018 , we proposed three subtasks of LJP for\nthe contestants, i.e., predicting relevant law articles, charges and prison\nterms given the fact descriptions. CAIL2018 has attracted several hundreds\nparticipants (601 teams, 1, 144 contestants from 269 organizations). In this\npaper, we provide a detailed overview of the task definition, related works,\noutstanding methods and competition results in CAIL2018.","url_abs":"http://arxiv.org/abs/1810.05851v1","url_pdf":"http://arxiv.org/pdf/1810.05851v1.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":"overview-of-cail2018-legal-judgment","repo_url":"https://github.com/JepsonWong/Text_Classification","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"tf","reach":{"status":"unanswered"}},{"paper_slug":"overview-of-cail2018-legal-judgment","repo_url":"https://github.com/china-ai-law-challenge/cail2018","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"tf","reach":{"status":"ok","spdx":"MIT"}}],"tasks":[{"task_slug":"articles","task_name":"Articles"},{"task_slug":"prediction","task_name":"Prediction"}],"methods":[],"datasets_introduced":[],"methods_introduced":[],"results":[],"syntology":{"atlas_url":"https://app.syntology.ai/?focus=1810.05851","mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}