{"id":205555,"date":"2025-02-05T06:07:07","date_gmt":"2025-02-05T12:07:07","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2025\/02\/contrastive-learning-of-language-embedding-and-biological-features-for-cross-modality-encoding-and-effector-prediction"},"modified":"2025-02-05T06:07:07","modified_gmt":"2025-02-05T12:07:07","slug":"contrastive-learning-of-language-embedding-and-biological-features-for-cross-modality-encoding-and-effector-prediction","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2025\/02\/contrastive-learning-of-language-embedding-and-biological-features-for-cross-modality-encoding-and-effector-prediction","title":{"rendered":"Contrastive-learning of language embedding and biological features for cross modality encoding and effector prediction"},"content":{"rendered":"<p style=\"padding-right: 20px\"><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/contrastive-learning-of-language-embedding-and-biological-features-for-cross-modality-encoding-and-effector-prediction.jpg\"><\/a><\/p>\n<p>Identifying and characterizing secreted virulence proteins are fundamental for deciphering microbial pathogenicity. Here, the authors introduce a practical training framework to improve protein language model representations by integrating biological features and prior information through contrastive learning.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Identifying and characterizing secreted virulence proteins are fundamental for deciphering microbial pathogenicity. Here, the authors introduce a practical training framework to improve protein language model representations by integrating biological features and prior information through contrastive learning.<\/p>\n","protected":false},"author":661,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[],"class_list":["post-205555","post","type-post","status-publish","format-standard","hentry","category-biological"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/205555","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/users\/661"}],"replies":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/comments?post=205555"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/205555\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=205555"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=205555"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=205555"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}