{"id":196394,"date":"2024-09-19T13:24:23","date_gmt":"2024-09-19T18:24:23","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2024\/09\/how-embeddings-encode-what-words-mean-sort-of"},"modified":"2024-09-19T13:24:23","modified_gmt":"2024-09-19T18:24:23","slug":"how-embeddings-encode-what-words-mean-sort-of","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2024\/09\/how-embeddings-encode-what-words-mean-sort-of","title":{"rendered":"How \u2018Embeddings\u2019 Encode What Words Mean \u2014 Sort Of"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/how-embeddings-encode-what-words-mean-sort-of2.jpg\"><\/a><\/p>\n<p>When it comes to LLMs, you don\u2019t need a dictionary to determine the meaning of a word \u2014 just statistics.<\/p>\n<hr>\n<p>Machines work with words by embedding their relationships with other words in a string of numbers.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>When it comes to LLMs, you don\u2019t need a dictionary to determine the meaning of a word \u2014 just statistics. Machines work with words by embedding their relationships with other words in a string of numbers.<\/p>\n","protected":false},"author":662,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[],"class_list":["post-196394","post","type-post","status-publish","format-standard","hentry","category-futurism"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/196394","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\/662"}],"replies":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/comments?post=196394"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/196394\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=196394"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=196394"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=196394"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}