{"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/suspicious-news-detection-using-micro-blog","title":"Suspicious News Detection Using Micro Blog Text","arxiv_id":"1810.11663","date":"2018-10-27","proceeding":"PACLIC 2018 12","authors":["Tsubasa Tagami","Hiroki Ouchi","Hiroki Asano","Kazuaki Hanawa","Kaori Uchiyama","Kaito Suzuki","Kentaro Inui","Atsushi Komiya","Atsuo Fujimura","Hitofumi Yanai","Ryo Yamashita","Akinori Machino"],"abstract":"We present a new task, suspicious news detection using micro blog text. This\ntask aims to support human experts to detect suspicious news articles to be\nverified, which is costly but a crucial step before verifying the truthfulness\nof the articles. Specifically, in this task, given a set of posts on SNS\nreferring to a news article, the goal is to judge whether the article is to be\nverified or not. For this task, we create a publicly available dataset in\nJapanese and provide benchmark results by using several basic machine learning\ntechniques. Experimental results show that our models can reduce the cost of\nmanual fact-checking process.","url_abs":"http://arxiv.org/abs/1810.11663v1","url_pdf":"http://arxiv.org/pdf/1810.11663v1.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":"suspicious-news-detection-using-micro-blog","repo_url":"https://github.com/t-tagami/Suspicious-News-Detection","is_official":1,"mentioned_in_paper":1,"mentioned_in_github":1,"framework":"none","reach":null}],"tasks":[{"task_slug":"articles","task_name":"Articles"},{"task_slug":"machine-learning","task_name":"BIG-bench Machine Learning"},{"task_slug":"fact-checking","task_name":"Fact Checking"}],"methods":[],"datasets_introduced":[],"methods_introduced":[],"results":[],"syntology":{"atlas_url":null,"mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}