{"id":26435,"date":"2022-09-25T13:27:52","date_gmt":"2022-09-25T11:27:52","guid":{"rendered":"https:\/\/mangosta.org\/?p=26435"},"modified":"2022-09-30T19:14:53","modified_gmt":"2022-09-30T17:14:53","slug":"modelos-de-lenguaje-natural","status":"publish","type":"post","link":"https:\/\/mangosta.org\/mangosta-blog\/modelos-de-lenguaje-natural\/","title":{"rendered":"Modelos de Lenguaje Natural"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\" id=\"nm3yubqblye\">El&nbsp;procesamiento del lenguaje natural&nbsp;es el campo de conocimiento de la&nbsp;Inteligencia Artificial&nbsp;que investiga la comunicaci\u00f3n de las m\u00e1quinas con las personas a trav\u00e9s de lenguas naturales, como el espa\u00f1ol o el ingl\u00e9s. Cuando hablamos de lengua natural nos referimos a la forma del lenguaje humano con fines comunicativos, que obedece a los principios econ\u00f3micos y de optimalidad.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\" id=\"nsbtyzqn1st\">Algunos de los componentes ling\u00fc\u00edsticos que se emplean en el procesamiento del lenguaje natural, dependiendo del objetivo de su aplicaci\u00f3n son:<\/p>\n\n\n\n<ul class=\"wp-block-list\" id=\"nclmehsualu\"><li>Morfolog\u00eda, rama ling\u00fc\u00edstica que estudia la estructura interna de las palabras.<\/li><li>Sintaxis, parte de la gram\u00e1tica que estudia la forma en la que se combinan las palabras, adem\u00e1s de las relaciones sintagm\u00e1ticas y paradigm\u00e1ticas existentes entre ellas.<\/li><li>Sem\u00e1ntica, enfocada a diversos aspectos entre el significado, sentido e interpretaci\u00f3n de signos ling\u00fc\u00edsticos.<\/li><li>Pragm\u00e1tica, relacionada con la influencia del contexto en la interpretaci\u00f3n del significado.<\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Modelos de lenguaje enmascarado <\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Los modelos de lenguaje enmascarado o <em>Masked Language Models<\/em> (MLM) deben su nombre a que se encubre un cierto porcentaje de palabras en una oraci\u00f3n determinada y se espera que el modelo&nbsp;prediga esas palabras&nbsp;en funci\u00f3n de otras palabras de la oraci\u00f3n.&nbsp;Este modelo es de naturaleza bidireccional&nbsp;porque la representaci\u00f3n de la palabra enmascarada se&nbsp;aprende en funci\u00f3n de las palabras que aparecen tanto a la izquierda como a la derecha.&nbsp; Un ejemplo de este tipo de modelo es Bert:<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img fetchpriority=\"high\" decoding=\"async\" width=\"630\" height=\"454\" src=\"https:\/\/mangosta.org\/wp-content\/uploads\/2022\/09\/image-4.png\" alt=\"\" class=\"wp-image-26438\" srcset=\"https:\/\/mangosta.org\/mangosta-blog\/wp-content\/uploads\/2022\/09\/image-4.png 630w, https:\/\/mangosta.org\/mangosta-blog\/wp-content\/uploads\/2022\/09\/image-4-300x216.png 300w\" sizes=\"(max-width: 630px) 100vw, 630px\" \/><figcaption>Modelo de lenguaje enmascarado (MLM)<\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Modelos de lenguaje causal<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Los modelos de lenguaje causal o <em>Causal language models<\/em> (CLM) siguen el mismo concepto que el modelo anterior, es decir, predicen las palabras enmascaradas, pero en este caso solo se tienen en cuenta las palabras que ocurren a su izquierda&nbsp;para repetir el proceso. Por esta raz\u00f3n, el modelo es de naturaleza unidireccional. Un ejemplo de esto es el traductor DeepL.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"631\" height=\"461\" src=\"https:\/\/mangosta.org\/wp-content\/uploads\/2022\/09\/image-5.png\" alt=\"\" class=\"wp-image-26439\" srcset=\"https:\/\/mangosta.org\/mangosta-blog\/wp-content\/uploads\/2022\/09\/image-5.png 631w, https:\/\/mangosta.org\/mangosta-blog\/wp-content\/uploads\/2022\/09\/image-5-300x219.png 300w\" sizes=\"(max-width: 631px) 100vw, 631px\" \/><figcaption>Modelo de lenguaje casual (MLC)<\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Visita este enlace para conocer m\u00e1s informaci\u00f3n sobre IA.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.itvia.online\/pub\/la-importancia-de-la-entonacion-y-el-contexto-en-los-traductores-pln-basados-en-inteligencia-artificial\/release\/1\">https:\/\/www.itvia.online\/pub\/la-importancia-de-la-entonacion-y-el-contexto-en-los-traductores-pln-basados-en-inteligencia-artificial\/release\/1<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Tambi\u00e9n puedes ver nuestra entrada sobre redes neuronales recurrentes aqu\u00ed<\/p>\n\n\n\n<ul class=\"wp-block-yoast-seo-related-links\"><li><a href=\"https:\/\/mangosta.org\/redes-neuronales-recurrentes\/\">Redes neuronales recurrentes<\/a><\/li><li><a href=\"https:\/\/mangosta.org\/redes-neuronales\/\">Redes Neuronales convolucionales<\/a><\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>El&nbsp;procesamiento del lenguaje natural&nbsp;es el campo de conocimiento de la&nbsp;Inteligencia Artificial&nbsp;que investiga la comunicaci\u00f3n de las m\u00e1quinas con las personas a trav\u00e9s de lenguas naturales, como el espa\u00f1ol o el ingl\u00e9s. Cuando hablamos de lengua natural nos referimos a la forma del lenguaje humano con fines comunicativos, que obedece a los principios econ\u00f3micos y de [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":26439,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-26435","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v18.9 (Yoast SEO v28.8) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Modelos de Lenguaje Natural - Detector Inteligente de intrusiones<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/mangosta.org\/mangosta-blog\/modelos-de-lenguaje-natural\/\" \/>\n<meta property=\"og:locale\" content=\"es_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Modelos de Lenguaje Natural\" \/>\n<meta property=\"og:description\" content=\"El&nbsp;procesamiento del lenguaje natural&nbsp;es el campo de conocimiento de la&nbsp;Inteligencia Artificial&nbsp;que investiga la comunicaci\u00f3n de las m\u00e1quinas con las personas a trav\u00e9s de lenguas naturales, como el espa\u00f1ol o el ingl\u00e9s. Cuando hablamos de lengua natural nos referimos a la forma del lenguaje humano con fines comunicativos, que obedece a los principios econ\u00f3micos y de [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/mangosta.org\/mangosta-blog\/modelos-de-lenguaje-natural\/\" \/>\n<meta property=\"og:site_name\" content=\"Detector Inteligente de intrusiones\" \/>\n<meta property=\"article:published_time\" content=\"2022-09-25T11:27:52+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2022-09-30T17:14:53+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/mangosta.org\/mangosta-blog\/wp-content\/uploads\/2022\/09\/image-5.png\" \/>\n\t<meta property=\"og:image:width\" content=\"631\" \/>\n\t<meta property=\"og:image:height\" content=\"461\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Diana.diaz\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Escrito por\" \/>\n\t<meta name=\"twitter:data1\" content=\"Diana.diaz\" \/>\n\t<meta name=\"twitter:label2\" content=\"Tiempo de lectura\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minutos\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/mangosta.org\\\/mangosta-blog\\\/modelos-de-lenguaje-natural\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/mangosta.org\\\/mangosta-blog\\\/modelos-de-lenguaje-natural\\\/\"},\"author\":{\"name\":\"Diana.diaz\",\"@id\":\"https:\\\/\\\/mangosta.org\\\/mangosta-blog\\\/#\\\/schema\\\/person\\\/dd982e435aba8a944810b856ad72f754\"},\"headline\":\"Modelos de Lenguaje Natural\",\"datePublished\":\"2022-09-25T11:27:52+00:00\",\"dateModified\":\"2022-09-30T17:14:53+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/mangosta.org\\\/mangosta-blog\\\/modelos-de-lenguaje-natural\\\/\"},\"wordCount\":380,\"commentCount\":2,\"image\":{\"@id\":\"https:\\\/\\\/mangosta.org\\\/mangosta-blog\\\/modelos-de-lenguaje-natural\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/mangosta.org\\\/mangosta-blog\\\/wp-content\\\/uploads\\\/2022\\\/09\\\/image-5.png\",\"articleSection\":[\"Uncategorized\"],\"inLanguage\":\"es\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/mangosta.org\\\/mangosta-blog\\\/modelos-de-lenguaje-natural\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/mangosta.org\\\/mangosta-blog\\\/modelos-de-lenguaje-natural\\\/\",\"url\":\"https:\\\/\\\/mangosta.org\\\/mangosta-blog\\\/modelos-de-lenguaje-natural\\\/\",\"name\":\"Modelos de Lenguaje Natural - Detector Inteligente de intrusiones\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/mangosta.org\\\/mangosta-blog\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/mangosta.org\\\/mangosta-blog\\\/modelos-de-lenguaje-natural\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/mangosta.org\\\/mangosta-blog\\\/modelos-de-lenguaje-natural\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/mangosta.org\\\/mangosta-blog\\\/wp-content\\\/uploads\\\/2022\\\/09\\\/image-5.png\",\"datePublished\":\"2022-09-25T11:27:52+00:00\",\"dateModified\":\"2022-09-30T17:14:53+00:00\",\"author\":{\"@id\":\"https:\\\/\\\/mangosta.org\\\/mangosta-blog\\\/#\\\/schema\\\/person\\\/dd982e435aba8a944810b856ad72f754\"},\"breadcrumb\":{\"@id\":\"https:\\\/\\\/mangosta.org\\\/mangosta-blog\\\/modelos-de-lenguaje-natural\\\/#breadcrumb\"},\"inLanguage\":\"es\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/mangosta.org\\\/mangosta-blog\\\/modelos-de-lenguaje-natural\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"es\",\"@id\":\"https:\\\/\\\/mangosta.org\\\/mangosta-blog\\\/modelos-de-lenguaje-natural\\\/#primaryimage\",\"url\":\"https:\\\/\\\/mangosta.org\\\/mangosta-blog\\\/wp-content\\\/uploads\\\/2022\\\/09\\\/image-5.png\",\"contentUrl\":\"https:\\\/\\\/mangosta.org\\\/mangosta-blog\\\/wp-content\\\/uploads\\\/2022\\\/09\\\/image-5.png\",\"width\":631,\"height\":461},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/mangosta.org\\\/mangosta-blog\\\/modelos-de-lenguaje-natural\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/mangosta.org\\\/mangosta-blog\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Modelos de Lenguaje Natural\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/mangosta.org\\\/mangosta-blog\\\/#website\",\"url\":\"https:\\\/\\\/mangosta.org\\\/mangosta-blog\\\/\",\"name\":\"Detector Inteligente de intrusiones\",\"description\":\"Detector Inteligente de intrusiones\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/mangosta.org\\\/mangosta-blog\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"es\"},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/mangosta.org\\\/mangosta-blog\\\/#\\\/schema\\\/person\\\/dd982e435aba8a944810b856ad72f754\",\"name\":\"Diana.diaz\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"es\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/f87ed3b3f57b0aaa38e434a3346402bb24c70fc44e4e20443635e80a43886898?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/f87ed3b3f57b0aaa38e434a3346402bb24c70fc44e4e20443635e80a43886898?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/f87ed3b3f57b0aaa38e434a3346402bb24c70fc44e4e20443635e80a43886898?s=96&d=mm&r=g\",\"caption\":\"Diana.diaz\"},\"url\":\"https:\\\/\\\/mangosta.org\\\/mangosta-blog\\\/author\\\/diana-diaz\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Modelos de Lenguaje Natural - Detector Inteligente de intrusiones","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/mangosta.org\/mangosta-blog\/modelos-de-lenguaje-natural\/","og_locale":"es_ES","og_type":"article","og_title":"Modelos de Lenguaje Natural","og_description":"El&nbsp;procesamiento del lenguaje natural&nbsp;es el campo de conocimiento de la&nbsp;Inteligencia Artificial&nbsp;que investiga la comunicaci\u00f3n de las m\u00e1quinas con las personas a trav\u00e9s de lenguas naturales, como el espa\u00f1ol o el ingl\u00e9s. Cuando hablamos de lengua natural nos referimos a la forma del lenguaje humano con fines comunicativos, que obedece a los principios econ\u00f3micos y de [&hellip;]","og_url":"https:\/\/mangosta.org\/mangosta-blog\/modelos-de-lenguaje-natural\/","og_site_name":"Detector Inteligente de intrusiones","article_published_time":"2022-09-25T11:27:52+00:00","article_modified_time":"2022-09-30T17:14:53+00:00","og_image":[{"width":631,"height":461,"url":"https:\/\/mangosta.org\/mangosta-blog\/wp-content\/uploads\/2022\/09\/image-5.png","type":"image\/png"}],"author":"Diana.diaz","twitter_card":"summary_large_image","twitter_misc":{"Escrito por":"Diana.diaz","Tiempo de lectura":"2 minutos"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/mangosta.org\/mangosta-blog\/modelos-de-lenguaje-natural\/#article","isPartOf":{"@id":"https:\/\/mangosta.org\/mangosta-blog\/modelos-de-lenguaje-natural\/"},"author":{"name":"Diana.diaz","@id":"https:\/\/mangosta.org\/mangosta-blog\/#\/schema\/person\/dd982e435aba8a944810b856ad72f754"},"headline":"Modelos de Lenguaje Natural","datePublished":"2022-09-25T11:27:52+00:00","dateModified":"2022-09-30T17:14:53+00:00","mainEntityOfPage":{"@id":"https:\/\/mangosta.org\/mangosta-blog\/modelos-de-lenguaje-natural\/"},"wordCount":380,"commentCount":2,"image":{"@id":"https:\/\/mangosta.org\/mangosta-blog\/modelos-de-lenguaje-natural\/#primaryimage"},"thumbnailUrl":"https:\/\/mangosta.org\/mangosta-blog\/wp-content\/uploads\/2022\/09\/image-5.png","articleSection":["Uncategorized"],"inLanguage":"es","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/mangosta.org\/mangosta-blog\/modelos-de-lenguaje-natural\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/mangosta.org\/mangosta-blog\/modelos-de-lenguaje-natural\/","url":"https:\/\/mangosta.org\/mangosta-blog\/modelos-de-lenguaje-natural\/","name":"Modelos de Lenguaje Natural - Detector Inteligente de intrusiones","isPartOf":{"@id":"https:\/\/mangosta.org\/mangosta-blog\/#website"},"primaryImageOfPage":{"@id":"https:\/\/mangosta.org\/mangosta-blog\/modelos-de-lenguaje-natural\/#primaryimage"},"image":{"@id":"https:\/\/mangosta.org\/mangosta-blog\/modelos-de-lenguaje-natural\/#primaryimage"},"thumbnailUrl":"https:\/\/mangosta.org\/mangosta-blog\/wp-content\/uploads\/2022\/09\/image-5.png","datePublished":"2022-09-25T11:27:52+00:00","dateModified":"2022-09-30T17:14:53+00:00","author":{"@id":"https:\/\/mangosta.org\/mangosta-blog\/#\/schema\/person\/dd982e435aba8a944810b856ad72f754"},"breadcrumb":{"@id":"https:\/\/mangosta.org\/mangosta-blog\/modelos-de-lenguaje-natural\/#breadcrumb"},"inLanguage":"es","potentialAction":[{"@type":"ReadAction","target":["https:\/\/mangosta.org\/mangosta-blog\/modelos-de-lenguaje-natural\/"]}]},{"@type":"ImageObject","inLanguage":"es","@id":"https:\/\/mangosta.org\/mangosta-blog\/modelos-de-lenguaje-natural\/#primaryimage","url":"https:\/\/mangosta.org\/mangosta-blog\/wp-content\/uploads\/2022\/09\/image-5.png","contentUrl":"https:\/\/mangosta.org\/mangosta-blog\/wp-content\/uploads\/2022\/09\/image-5.png","width":631,"height":461},{"@type":"BreadcrumbList","@id":"https:\/\/mangosta.org\/mangosta-blog\/modelos-de-lenguaje-natural\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/mangosta.org\/mangosta-blog\/"},{"@type":"ListItem","position":2,"name":"Modelos de Lenguaje Natural"}]},{"@type":"WebSite","@id":"https:\/\/mangosta.org\/mangosta-blog\/#website","url":"https:\/\/mangosta.org\/mangosta-blog\/","name":"Detector Inteligente de intrusiones","description":"Detector Inteligente de intrusiones","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/mangosta.org\/mangosta-blog\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"es"},{"@type":"Person","@id":"https:\/\/mangosta.org\/mangosta-blog\/#\/schema\/person\/dd982e435aba8a944810b856ad72f754","name":"Diana.diaz","image":{"@type":"ImageObject","inLanguage":"es","@id":"https:\/\/secure.gravatar.com\/avatar\/f87ed3b3f57b0aaa38e434a3346402bb24c70fc44e4e20443635e80a43886898?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/f87ed3b3f57b0aaa38e434a3346402bb24c70fc44e4e20443635e80a43886898?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/f87ed3b3f57b0aaa38e434a3346402bb24c70fc44e4e20443635e80a43886898?s=96&d=mm&r=g","caption":"Diana.diaz"},"url":"https:\/\/mangosta.org\/mangosta-blog\/author\/diana-diaz\/"}]}},"_links":{"self":[{"href":"https:\/\/mangosta.org\/mangosta-blog\/wp-json\/wp\/v2\/posts\/26435","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/mangosta.org\/mangosta-blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/mangosta.org\/mangosta-blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/mangosta.org\/mangosta-blog\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/mangosta.org\/mangosta-blog\/wp-json\/wp\/v2\/comments?post=26435"}],"version-history":[{"count":3,"href":"https:\/\/mangosta.org\/mangosta-blog\/wp-json\/wp\/v2\/posts\/26435\/revisions"}],"predecessor-version":[{"id":26448,"href":"https:\/\/mangosta.org\/mangosta-blog\/wp-json\/wp\/v2\/posts\/26435\/revisions\/26448"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/mangosta.org\/mangosta-blog\/wp-json\/wp\/v2\/media\/26439"}],"wp:attachment":[{"href":"https:\/\/mangosta.org\/mangosta-blog\/wp-json\/wp\/v2\/media?parent=26435"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mangosta.org\/mangosta-blog\/wp-json\/wp\/v2\/categories?post=26435"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mangosta.org\/mangosta-blog\/wp-json\/wp\/v2\/tags?post=26435"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}