{"id":218441,"date":"2022-05-19T13:42:00","date_gmt":"2022-05-19T11:42:00","guid":{"rendered":"https:\/\/polishscience.pl\/?p=218441"},"modified":"2022-05-19T13:42:00","modified_gmt":"2022-05-19T11:42:00","slug":"system-of-polish-scientists-detecting-symptoms-of-depression-in-social-media","status":"publish","type":"post","link":"https:\/\/www.polishscience.pl\/en\/system-of-polish-scientists-detecting-symptoms-of-depression-in-social-media\/","title":{"rendered":"System of Polish scientists detecting symptoms of depression in social media"},"content":{"rendered":"<p><b>A new<\/b> <b>system detecting symptoms of depression in social media of experts of the Information Processing Center &#8211; National Research Institute (OPI PIB) won the first place in the Detecting Signs of Depression from Social Media Text competition, organized as part of the Second Workshop on Language Technology for Equality conference, Diversity, Inclusion.<\/b><\/p>\n<p><span style=\"font-weight: 400;\">\u201cI am proud of our team of the Intelligent IT Systems Laboratory, which won the first place in the competition. Competition was fierce. Experts from all over the world took part in the initiative\u201d, said Dr Jaros\u0142aw Protasiewicz, director of OPI PIB.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u201cOur solution was based on neural language models, namely RoBERT models. In addition to using the standard model for the English language, we also trained our own model on the prepared data sets. It consisted of about 400 thousand mails- mostly about depression, anxiety and thoughts of suicide. The combination of these two models gave the best result\u201d, said the main developer of the system, Rafa\u0142 Po\u015bwiata, research and technical specialist at OPI PIB.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>A new system detecting symptoms of depression in social media of experts of the Information Processing Center &#8211; National Research Institute (OPI PIB) won the first place in the Detecting Signs of Depression from Social Media Text competition, organized as part of the Second Workshop on Language Technology for Equality conference, Diversity, Inclusion. \u201cI am [&hellip;]<\/p>\n","protected":false},"author":6,"featured_media":218336,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[28],"tags":[],"_links":{"self":[{"href":"https:\/\/www.polishscience.pl\/en\/wp-json\/wp\/v2\/posts\/218441"}],"collection":[{"href":"https:\/\/www.polishscience.pl\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.polishscience.pl\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.polishscience.pl\/en\/wp-json\/wp\/v2\/users\/6"}],"replies":[{"embeddable":true,"href":"https:\/\/www.polishscience.pl\/en\/wp-json\/wp\/v2\/comments?post=218441"}],"version-history":[{"count":0,"href":"https:\/\/www.polishscience.pl\/en\/wp-json\/wp\/v2\/posts\/218441\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.polishscience.pl\/en\/wp-json\/wp\/v2\/media\/218336"}],"wp:attachment":[{"href":"https:\/\/www.polishscience.pl\/en\/wp-json\/wp\/v2\/media?parent=218441"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.polishscience.pl\/en\/wp-json\/wp\/v2\/categories?post=218441"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.polishscience.pl\/en\/wp-json\/wp\/v2\/tags?post=218441"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}