{"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/detecting-state-of-aggression-in-sentences","title":"Detecting state of aggression in sentences using CNN","arxiv_id":"1604.06650","date":"2016-04-22","proceeding":null,"authors":["Rodmonga Potapova","Denis Gordeev"],"abstract":"In this article we study verbal expression of aggression and its detection\nusing machine learning and neural networks methods. We test our results using\nour corpora of messages from anonymous imageboards. We also compare Random\nforest classifier with convolutional neural network for \"Movie reviews with one\nsentence per review\" corpus.","url_abs":"http://arxiv.org/abs/1604.06650v1","url_pdf":"http://arxiv.org/pdf/1604.06650v1.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":"detecting-state-of-aggression-in-sentences","repo_url":"https://github.com/jee1213/twitter_sentiment","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"none","reach":null}],"tasks":[{"task_slug":"machine-learning","task_name":"BIG-bench Machine Learning"},{"task_slug":"sentence","task_name":"Sentence"}],"methods":[],"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}