{"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/we-built-a-fake-news-click-bait-filter-what","title":"We Built a Fake News & Click-bait Filter: What Happened Next Will Blow Your Mind!","arxiv_id":"1803.03786","date":"2018-03-10","proceeding":null,"authors":["Georgi Karadzhov","Pepa Gencheva","Preslav Nakov","Ivan Koychev"],"abstract":"It is completely amazing! Fake news and click-baits have totally invaded the\ncyber space. Let us face it: everybody hates them for three simple reasons.\nReason #2 will absolutely amaze you. What these can achieve at the time of\nelection will completely blow your mind! Now, we all agree, this cannot go on,\nyou know, somebody has to stop it. So, we did this research on fake\nnews/click-bait detection and trust us, it is totally great research, it really\nis! Make no mistake. This is the best research ever! Seriously, come have a\nlook, we have it all: neural networks, attention mechanism, sentiment lexicons,\nauthor profiling, you name it. Lexical features, semantic features, we\nabsolutely have it all. And we have totally tested it, trust us! We have\nresults, and numbers, really big numbers. The best numbers ever! Oh, and\nanalysis, absolutely top notch analysis. Interested? Come read the shocking\ntruth about fake news and click-bait in the Bulgarian cyber space. You won't\nbelieve what we have found!","url_abs":"http://arxiv.org/abs/1803.03786v1","url_pdf":"http://arxiv.org/pdf/1803.03786v1.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":"we-built-a-fake-news-click-bait-filter-what","repo_url":"https://github.com/gkaradzhov/ClickbaitRANLP","is_official":1,"mentioned_in_paper":1,"mentioned_in_github":0,"framework":"none","reach":null}],"tasks":[{"task_slug":"author-profiling","task_name":"Author Profiling"}],"methods":[],"datasets_introduced":[],"methods_introduced":[],"results":[],"syntology":{"syntology_url":"https://syntology.ai/paper/1803.03786","atlas_url":"https://app.syntology.ai/?focus=1803.03786","mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}