{"id":3259,"date":"2020-01-28T20:00:14","date_gmt":"2020-01-29T01:00:14","guid":{"rendered":"https:\/\/portfolios.cs.earlham.edu\/?p=3259"},"modified":"2020-01-28T20:00:14","modified_gmt":"2020-01-29T01:00:14","slug":"cs488-week-2","status":"publish","type":"post","link":"https:\/\/portfolios.cs.earlham.edu\/index.php\/2020\/01\/28\/cs488-week-2\/","title":{"rendered":"CS488 &#8211; Week 2"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\"> I forked MLMAN, a PyTorch model that achieved the second-highest accuracy of validation on the FewRel dataset for semantic relation extraction. Running locally with a useful amount of iterations, it took to long to train, so I will be training the module on hopper and saving the model there to fetch for local use. With this saved model, I hope to start pre-processing and feeding sentences into it for validation.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>I forked MLMAN, a PyTorch model that achieved the second-highest accuracy of validation on the FewRel dataset for semantic relation extraction. Running locally with a useful amount of iterations, it took to long to train, so I will be training the module on hopper and saving the model there to fetch for local use. With &#8230; <a title=\"CS488 &#8211; Week 2\" class=\"read-more\" href=\"https:\/\/portfolios.cs.earlham.edu\/index.php\/2020\/01\/28\/cs488-week-2\/\" aria-label=\"Read more about CS488 &#8211; Week 2\">Read more<\/a><\/p>\n","protected":false},"author":70,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[80,88,19],"tags":[],"class_list":["post-3259","post","type-post","status-publish","format-standard","hentry","category-80","category-aleksandr-sergeev","category-student"],"_links":{"self":[{"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/posts\/3259","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/users\/70"}],"replies":[{"embeddable":true,"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/comments?post=3259"}],"version-history":[{"count":1,"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/posts\/3259\/revisions"}],"predecessor-version":[{"id":3260,"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/posts\/3259\/revisions\/3260"}],"wp:attachment":[{"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/media?parent=3259"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/categories?post=3259"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/portfolios.cs.earlham.edu\/index.php\/wp-json\/wp\/v2\/tags?post=3259"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}