{"id":17546,"date":"2024-03-07T09:28:27","date_gmt":"2024-03-07T12:28:27","guid":{"rendered":"https:\/\/www.beyondprompting.com\/?post_type=portfolio&#038;p=17546"},"modified":"2024-03-10T11:57:14","modified_gmt":"2024-03-10T14:57:14","slug":"named-entity-recognition-2","status":"publish","type":"portfolio","link":"https:\/\/www.beyondprompting.com\/es\/portfolio\/named-entity-recognition-2\/","title":{"rendered":"Resumen"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"17546\" class=\"elementor elementor-17546\">\n\t\t\t\t\t\t<div class=\"elementor-section elementor-top-section elementor-element elementor-element-6209d79d section elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6209d79d\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-7f3ede9b container\" data-id=\"7f3ede9b\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-section elementor-inner-section elementor-element elementor-element-5f88348e row justify-content-center align-items-center elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5f88348e\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-211879b0 col-xl-6 col-lg-6 col-md-6 col-sm-12\" data-id=\"211879b0\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3b350fac elementor-widget elementor-widget-killar-heading\" data-id=\"3b350fac\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"killar-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div id=\"killar-heading-69f053a9b7cc8\" class=\"killar-element killar-heading\">\n\t<div class=\"kwt-heading\"><span class=\"bx-sub_title font--medium bg-light-primary text-primary rounded-2 px-3 py-2 d-inline-flex mb-2\">Artificial Intelligence Task<\/span><h1 class=\"bx-title mb-4\">[post_title]<\/h1><p class=\"bx-content lh-36px fs-5 fw-light fs-mob mb-0\">[post_excerpt]<\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-5cf96428 btn-groupss mt-5 mb-4 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5cf96428\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-6d62234\" data-id=\"6d62234\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-21ad93af elementor-widget__width-auto elementor-widget elementor-widget-killar-button\" data-id=\"21ad93af\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;button_style&quot;:&quot;flat&quot;}\" data-widget_type=\"killar-button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div id=\"killar-fatures-box-69f053a9b8c42\" class=\"killar-element killar-button\">\n\t<a class=\"kwt-button btn btn-flat btn-lg font--medium btn-primary btn-hdefault kwt-bxim media-icon bxim-view-default bxim-pos-right px-lg-4 px-xl-5 mx-2 my-1\"><span class=\"fbox-ico bx-im-wrap ps-0\"><span class=\"fbx-icon bx-ico-img ms-2\"><span class=\"list-icon fas fa-long-arrow-alt-right\"><\/span><\/span><\/span>Book A Demo<\/a><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-634d123a elementor-widget__width-auto elementor-widget elementor-widget-killar-button\" data-id=\"634d123a\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;button_style&quot;:&quot;flat&quot;}\" data-widget_type=\"killar-button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div id=\"killar-fatures-box-69f053a9b91a0\" class=\"killar-element killar-button\">\n\t<a class=\"kwt-button btn btn-flat btn-lg font--medium btn-dark btn-hdefault kwt-bxim media-icon bxim-view-default bxim-pos-right px-lg-4 px-xl-5 mx-2 my-1\"><span class=\"fbox-ico bx-im-wrap ps-0\"><span class=\"fbx-icon bx-ico-img ms-2\"><span class=\"list-icon fas fa-long-arrow-alt-right\"><\/span><\/span><\/span>How It Works?<\/a><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-2369cebc col-xl-5 col-lg-5 col-md-6 col-sm-12 offset-lg-1 offset-xl-1\" data-id=\"2369cebc\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-49d6ff1f entry-title h2entry-title display-6 font--bold pb-3 pb-md-4 elementor-widget elementor-widget-shortcode\" data-id=\"49d6ff1f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\">[thumbnail]<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3b0224ee e-con-full rounded-6 e-flex e-con e-child\" data-id=\"3b0224ee\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-667d92b e-con-full e-flex e-con e-child\" data-id=\"667d92b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-40fa6d5b elementor-widget__width-initial elementor-invisible elementor-widget elementor-widget-killar-features-box\" data-id=\"40fa6d5b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"killar-features-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div id=\"killar-fatures-box-69f053a9b9f35\" class=\"killar-element killar-features-box\" data-aos=\"fade-up\">\n\t<div class=\"kwt-features-box txt-center kwt-bxim media-icon ico-csize bxim-view-default bxim-pos-top\"><span class=\"fbox-ico bx-im-wrap ico-30 align-items-start\"><span class=\"fbx-icon bx-ico-img text-white\"><span class=\"list-icon fa fas fa-file-text\"><\/span><\/span><\/span><div class=\"bx-wrap-cont\"><h3 class=\"bx-title text-white\">Input<\/h3><p class=\"bx-content\">Long text documents such as reports, articles, legislation or technical papers<\/p><\/div><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-39dc8279 elementor-widget__width-initial elementor-invisible elementor-widget elementor-widget-killar-features-box\" data-id=\"39dc8279\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"killar-features-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div id=\"killar-fatures-box-69f053a9ba4a5\" class=\"killar-element killar-features-box\" data-aos=\"fade-up\">\n\t<div class=\"kwt-features-box txt-center kwt-bxim media-icon ico-csize bxim-view-default bxim-pos-top\"><span class=\"fbox-ico bx-im-wrap ico-30 align-items-start\"><span class=\"fbx-icon bx-ico-img text-white\"><span class=\"list-icon fa fas fa-boxes-alt\"><\/span><\/span><\/span><div class=\"bx-wrap-cont\"><h3 class=\"bx-title text-white\">Output<\/h3><p class=\"bx-content\">A summary of the corpus with a variable length<\/p><\/div><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-435121dc elementor-widget__width-initial elementor-invisible elementor-widget elementor-widget-killar-features-box\" data-id=\"435121dc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"killar-features-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div id=\"killar-fatures-box-69f053a9ba9b9\" class=\"killar-element killar-features-box\" data-aos=\"fade-up\">\n\t<div class=\"kwt-features-box txt-center kwt-bxim media-icon ico-csize bxim-view-default bxim-pos-top\"><span class=\"fbox-ico bx-im-wrap ico-30 align-items-start\"><span class=\"fbx-icon bx-ico-img text-white\"><span class=\"list-icon fas fa-bullseye\"><\/span><\/span><\/span><div class=\"bx-wrap-cont\"><h3 class=\"bx-title text-white\">Goal<\/h3><p class=\"bx-content\">To distill the essential information from a lengthy document<\/p><\/div><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a28ddbc elementor-widget__width-initial elementor-invisible elementor-widget elementor-widget-killar-features-box\" data-id=\"a28ddbc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"killar-features-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div id=\"killar-fatures-box-69f053a9baf05\" class=\"killar-element killar-features-box\" data-aos=\"fade-up\">\n\t<div class=\"kwt-features-box txt-center kwt-bxim media-icon ico-csize bxim-view-default bxim-pos-top\"><span class=\"fbox-ico bx-im-wrap ico-30 align-items-start\"><span class=\"fbx-icon bx-ico-img text-white\"><span class=\"list-icon fab fa-leanpub\"><\/span><\/span><\/span><div class=\"bx-wrap-cont\"><h3 class=\"bx-title text-white\">Learning Strategy<\/h3><p class=\"bx-content\">Extractive or abstractive techniques by a long context LLM or embeddings<\/p><\/div><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-15e62a36 elementor-widget__width-initial elementor-invisible elementor-widget elementor-widget-killar-features-box\" data-id=\"15e62a36\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"killar-features-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div id=\"killar-fatures-box-69f053a9bb3de\" class=\"killar-element killar-features-box\" data-aos=\"fade-up\">\n\t<div class=\"kwt-features-box txt-center kwt-bxim media-icon ico-csize bxim-view-default bxim-pos-top\"><span class=\"fbox-ico bx-im-wrap ico-30 align-items-start\"><span class=\"fbx-icon bx-ico-img text-white\"><span class=\"list-icon fas fa-bookmark\"><\/span><\/span><\/span><div class=\"bx-wrap-cont\"><h3 class=\"bx-title text-white\">Evaluation Metric<\/h3><p class=\"bx-content\">Coherence, coverage, informational density, brevity, and readability<\/p><\/div><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-14f0bf39 e-flex e-con-boxed e-con e-parent\" data-id=\"14f0bf39\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-26406fe4 elementor-widget-divider--separator-type-pattern elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"26406fe4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\" style=\"--divider-pattern-url: url(&quot;data:image\/svg+xml,%3Csvg xmlns=&#039;http:\/\/www.w3.org\/2000\/svg&#039; preserveAspectRatio=&#039;none&#039; overflow=&#039;visible&#039; height=&#039;100%&#039; viewBox=&#039;0 0 20 16&#039; fill=&#039;none&#039; stroke=&#039;black&#039; stroke-width=&#039;1&#039; stroke-linecap=&#039;square&#039; stroke-miterlimit=&#039;10&#039;%3E%3Cg transform=&#039;translate(-12.000000, 0)&#039;%3E%3Cpath d=&#039;M28,0L10,18&#039;\/%3E%3Cpath d=&#039;M18,0L0,18&#039;\/%3E%3Cpath d=&#039;M48,0L30,18&#039;\/%3E%3Cpath d=&#039;M38,0L20,18&#039;\/%3E%3C\/g%3E%3C\/svg%3E&quot;);\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4a6342cb e-flex e-con-boxed e-con e-parent\" data-id=\"4a6342cb\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-42c94a36 elementor-widget elementor-widget-heading\" data-id=\"42c94a36\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Other Artificial Intelligence Tasks<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-174c99b4 e-con-full e-flex e-con e-parent\" data-id=\"174c99b4\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6bb31d71 elementor-widget elementor-widget-killar-portfolio\" data-id=\"6bb31d71\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"killar-portfolio.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div id=\"killar-portfolio-69f053a9c2a38\" class=\"killar-element killar-portfolio portfolio-area kwt-portfolio\">\n\t\t<div class=\"portfolio-posts view-grid-light portfolio-grid-light portfolio-style-box2 row gy-4 gx-lg-4 shuffle portfolio-grid-6cols\" data-items=\"6\" data-items-xxl=\"6\" data-items-xl=\"6\" data-items-lg=\"6\" data-items-md=\"3\" data-items-sm=\"2\" data-items-xs=\"1\" data-items-xxs=\"1\"><div class=\"masonry-item task item-entry shortcode-item-entry port-carousel-item col-xxl-2 col-xl-2 col-lg-2 col-md-4 col-sm-6 col-12 col-x12 post-19728 portfolio type-portfolio status-publish has-post-thumbnail hentry portfolio-cat-task entry\">\n\t<div class=\"single-portfolio home3-single-project position-relative over-hidden\">\n\t\t<div class=\"entry-post portfolio-post gallery-image priocs rounded-4 bg-white p-3 text-center\">\n\t\t\t\t<div class=\"entry-thumbnail-wrapper portfolio-post-img overflow-hidden\">\n\t<a href=\"https:\/\/www.beyondprompting.com\/es\/portfolio\/music-diffussion\/\"> <img decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.beyondprompting.com\/wp-content\/uploads\/2025\/02\/DALL\u00b7E-2025-02-19-12.22.27-A-purely-abstract-visualization-of-AI-powered-music-generation.-The-image-features-only-vibrant-flowing-soundwaves-and-dynamic-energy-pulses-in-a-fut-150x150.webp\" class=\"img-fluid rounded-4 attachment-thumbnail\" alt=\"\" \/><\/a><\/div>\n\t\t<div class=\"entry-content-wrapper project-over-content w-100 position-absolute left-0 ps-4 pe-4 pb-3 pt-4 z-1 text-white text-start\">\n\t\t\t\t\t\t\t\t\t<h2 class=\"text-white color-inherit fs-4\"><a href=\"https:\/\/www.beyondprompting.com\/es\/portfolio\/music-diffussion\/\" rel=\"bookmark\">Music Diffussion<\/a><\/h2>\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t<\/div>\n<\/div>\n<div class=\"masonry-item task item-entry shortcode-item-entry port-carousel-item col-xxl-2 col-xl-2 col-lg-2 col-md-4 col-sm-6 col-12 col-x12 post-17580 portfolio type-portfolio status-publish has-post-thumbnail hentry portfolio-cat-task entry\">\n\t<div class=\"single-portfolio home3-single-project position-relative over-hidden\">\n\t\t<div class=\"entry-post portfolio-post gallery-image priocs rounded-4 bg-white p-3 text-center\">\n\t\t\t\t<div class=\"entry-thumbnail-wrapper portfolio-post-img overflow-hidden\">\n\t<a href=\"https:\/\/www.beyondprompting.com\/es\/portfolio\/sampling\/\"> <img decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.beyondprompting.com\/wp-content\/uploads\/portfolio\/sampling.webp\" class=\"img-fluid rounded-4 attachment-thumbnail\" alt=\"\" \/><\/a><\/div>\n\t\t<div class=\"entry-content-wrapper project-over-content w-100 position-absolute left-0 ps-4 pe-4 pb-3 pt-4 z-1 text-white text-start\">\n\t\t\t\t\t\t\t\t\t<h2 class=\"text-white color-inherit fs-4\"><a href=\"https:\/\/www.beyondprompting.com\/es\/portfolio\/sampling\/\" rel=\"bookmark\">Sampling<\/a><\/h2>\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t<\/div>\n<\/div>\n<div class=\"masonry-item task item-entry shortcode-item-entry port-carousel-item col-xxl-2 col-xl-2 col-lg-2 col-md-4 col-sm-6 col-12 col-x12 post-17578 portfolio type-portfolio status-publish has-post-thumbnail hentry portfolio-cat-task entry\">\n\t<div class=\"single-portfolio home3-single-project position-relative over-hidden\">\n\t\t<div class=\"entry-post portfolio-post gallery-image priocs rounded-4 bg-white p-3 text-center\">\n\t\t\t\t<div class=\"entry-thumbnail-wrapper portfolio-post-img overflow-hidden\">\n\t<a href=\"https:\/\/www.beyondprompting.com\/es\/portfolio\/clustering\/\"> <img decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.beyondprompting.com\/wp-content\/uploads\/portfolio\/clustering.webp\" class=\"img-fluid rounded-4 attachment-thumbnail\" alt=\"\" \/><\/a><\/div>\n\t\t<div class=\"entry-content-wrapper project-over-content w-100 position-absolute left-0 ps-4 pe-4 pb-3 pt-4 z-1 text-white text-start\">\n\t\t\t\t\t\t\t\t\t<h2 class=\"text-white color-inherit fs-4\"><a href=\"https:\/\/www.beyondprompting.com\/es\/portfolio\/clustering\/\" rel=\"bookmark\">Clustering<\/a><\/h2>\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t<\/div>\n<\/div>\n<div class=\"masonry-item task item-entry shortcode-item-entry port-carousel-item col-xxl-2 col-xl-2 col-lg-2 col-md-4 col-sm-6 col-12 col-x12 post-17576 portfolio type-portfolio status-publish has-post-thumbnail hentry portfolio-cat-task entry\">\n\t<div class=\"single-portfolio home3-single-project position-relative over-hidden\">\n\t\t<div class=\"entry-post portfolio-post gallery-image priocs rounded-4 bg-white p-3 text-center\">\n\t\t\t\t<div class=\"entry-thumbnail-wrapper portfolio-post-img overflow-hidden\">\n\t<a href=\"https:\/\/www.beyondprompting.com\/es\/portfolio\/anomaly-detection\/\"> <img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.beyondprompting.com\/wp-content\/uploads\/portfolio\/anomaly-detection.webp\" class=\"img-fluid rounded-4 attachment-thumbnail\" alt=\"\" \/><\/a><\/div>\n\t\t<div class=\"entry-content-wrapper project-over-content w-100 position-absolute left-0 ps-4 pe-4 pb-3 pt-4 z-1 text-white text-start\">\n\t\t\t\t\t\t\t\t\t<h2 class=\"text-white color-inherit fs-4\"><a href=\"https:\/\/www.beyondprompting.com\/es\/portfolio\/anomaly-detection\/\" rel=\"bookmark\">Anomaly detection<\/a><\/h2>\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t<\/div>\n<\/div>\n<div class=\"masonry-item task item-entry shortcode-item-entry port-carousel-item col-xxl-2 col-xl-2 col-lg-2 col-md-4 col-sm-6 col-12 col-x12 post-17574 portfolio type-portfolio status-publish has-post-thumbnail hentry portfolio-cat-task entry\">\n\t<div class=\"single-portfolio home3-single-project position-relative over-hidden\">\n\t\t<div class=\"entry-post portfolio-post gallery-image priocs rounded-4 bg-white p-3 text-center\">\n\t\t\t\t<div class=\"entry-thumbnail-wrapper portfolio-post-img overflow-hidden\">\n\t<a href=\"https:\/\/www.beyondprompting.com\/es\/portfolio\/natural-language-processing\/\"> <img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.beyondprompting.com\/wp-content\/uploads\/portfolio\/nlp.webp\" class=\"img-fluid rounded-4 attachment-thumbnail\" alt=\"\" \/><\/a><\/div>\n\t\t<div class=\"entry-content-wrapper project-over-content w-100 position-absolute left-0 ps-4 pe-4 pb-3 pt-4 z-1 text-white text-start\">\n\t\t\t\t\t\t\t\t\t<h2 class=\"text-white color-inherit fs-4\"><a href=\"https:\/\/www.beyondprompting.com\/es\/portfolio\/natural-language-processing\/\" rel=\"bookmark\">Natural Language Processing<\/a><\/h2>\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t<\/div>\n<\/div>\n<div class=\"masonry-item task item-entry shortcode-item-entry port-carousel-item col-xxl-2 col-xl-2 col-lg-2 col-md-4 col-sm-6 col-12 col-x12 post-17571 portfolio type-portfolio status-publish has-post-thumbnail hentry portfolio-cat-task entry\">\n\t<div class=\"single-portfolio home3-single-project position-relative over-hidden\">\n\t\t<div class=\"entry-post portfolio-post gallery-image priocs rounded-4 bg-white p-3 text-center\">\n\t\t\t\t<div class=\"entry-thumbnail-wrapper portfolio-post-img overflow-hidden\">\n\t<a href=\"https:\/\/www.beyondprompting.com\/es\/portfolio\/data-analysis-trend-projection\/\"> <img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.beyondprompting.com\/wp-content\/uploads\/portfolio\/data-analysis.webp\" class=\"img-fluid rounded-4 attachment-thumbnail\" alt=\"\" \/><\/a><\/div>\n\t\t<div class=\"entry-content-wrapper project-over-content w-100 position-absolute left-0 ps-4 pe-4 pb-3 pt-4 z-1 text-white text-start\">\n\t\t\t\t\t\t\t\t\t<h2 class=\"text-white color-inherit fs-4\"><a href=\"https:\/\/www.beyondprompting.com\/es\/portfolio\/data-analysis-trend-projection\/\" rel=\"bookmark\">Data Analysis &amp; Trend Projection<\/a><\/h2>\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t<\/div>\n<\/div>\n<div class=\"masonry-item task item-entry shortcode-item-entry port-carousel-item col-xxl-2 col-xl-2 col-lg-2 col-md-4 col-sm-6 col-12 col-x12 post-17568 portfolio type-portfolio status-publish has-post-thumbnail hentry portfolio-cat-task entry\">\n\t<div class=\"single-portfolio home3-single-project position-relative over-hidden\">\n\t\t<div class=\"entry-post portfolio-post gallery-image priocs rounded-4 bg-white p-3 text-center\">\n\t\t\t\t<div class=\"entry-thumbnail-wrapper portfolio-post-img overflow-hidden\">\n\t<a href=\"https:\/\/www.beyondprompting.com\/es\/portfolio\/translation\/\"> <img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.beyondprompting.com\/wp-content\/uploads\/portfolio\/translation.webp\" class=\"img-fluid rounded-4 attachment-thumbnail\" alt=\"\" \/><\/a><\/div>\n\t\t<div class=\"entry-content-wrapper project-over-content w-100 position-absolute left-0 ps-4 pe-4 pb-3 pt-4 z-1 text-white text-start\">\n\t\t\t\t\t\t\t\t\t<h2 class=\"text-white color-inherit fs-4\"><a href=\"https:\/\/www.beyondprompting.com\/es\/portfolio\/translation\/\" rel=\"bookmark\">Translation<\/a><\/h2>\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t<\/div>\n<\/div>\n<div class=\"masonry-item task item-entry shortcode-item-entry port-carousel-item col-xxl-2 col-xl-2 col-lg-2 col-md-4 col-sm-6 col-12 col-x12 post-17559 portfolio type-portfolio status-publish has-post-thumbnail hentry portfolio-cat-task entry\">\n\t<div class=\"single-portfolio home3-single-project position-relative over-hidden\">\n\t\t<div class=\"entry-post portfolio-post gallery-image priocs rounded-4 bg-white p-3 text-center\">\n\t\t\t\t<div class=\"entry-thumbnail-wrapper portfolio-post-img overflow-hidden\">\n\t<a href=\"https:\/\/www.beyondprompting.com\/es\/portfolio\/automated-content-generation\/\"> <img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.beyondprompting.com\/wp-content\/uploads\/portfolio\/automated-content-generation.webp\" class=\"img-fluid rounded-4 attachment-thumbnail\" alt=\"\" \/><\/a><\/div>\n\t\t<div class=\"entry-content-wrapper project-over-content w-100 position-absolute left-0 ps-4 pe-4 pb-3 pt-4 z-1 text-white text-start\">\n\t\t\t\t\t\t\t\t\t<h2 class=\"text-white color-inherit fs-4\"><a href=\"https:\/\/www.beyondprompting.com\/es\/portfolio\/automated-content-generation\/\" rel=\"bookmark\">Automated Content Generation<\/a><\/h2>\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t<\/div>\n<\/div>\n<div class=\"masonry-item task item-entry shortcode-item-entry port-carousel-item col-xxl-2 col-xl-2 col-lg-2 col-md-4 col-sm-6 col-12 col-x12 post-17557 portfolio type-portfolio status-publish has-post-thumbnail hentry portfolio-cat-task entry\">\n\t<div class=\"single-portfolio home3-single-project position-relative over-hidden\">\n\t\t<div class=\"entry-post portfolio-post gallery-image priocs rounded-4 bg-white p-3 text-center\">\n\t\t\t\t<div class=\"entry-thumbnail-wrapper portfolio-post-img overflow-hidden\">\n\t<a href=\"https:\/\/www.beyondprompting.com\/es\/portfolio\/recommendation\/\"> <img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.beyondprompting.com\/wp-content\/uploads\/portfolio\/recommnedation.webp\" class=\"img-fluid rounded-4 attachment-thumbnail\" alt=\"\" \/><\/a><\/div>\n\t\t<div class=\"entry-content-wrapper project-over-content w-100 position-absolute left-0 ps-4 pe-4 pb-3 pt-4 z-1 text-white text-start\">\n\t\t\t\t\t\t\t\t\t<h2 class=\"text-white color-inherit fs-4\"><a href=\"https:\/\/www.beyondprompting.com\/es\/portfolio\/recommendation\/\" rel=\"bookmark\">Recommendation<\/a><\/h2>\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t<\/div>\n<\/div>\n<div class=\"masonry-item task item-entry shortcode-item-entry port-carousel-item col-xxl-2 col-xl-2 col-lg-2 col-md-4 col-sm-6 col-12 col-x12 post-17546 portfolio type-portfolio status-publish has-post-thumbnail hentry portfolio-cat-task entry\">\n\t<div class=\"single-portfolio home3-single-project position-relative over-hidden\">\n\t\t<div class=\"entry-post portfolio-post gallery-image priocs rounded-4 bg-white p-3 text-center\">\n\t\t\t\t<div class=\"entry-thumbnail-wrapper portfolio-post-img overflow-hidden\">\n\t<a href=\"https:\/\/www.beyondprompting.com\/es\/portfolio\/named-entity-recognition-2\/\"> <img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.beyondprompting.com\/wp-content\/uploads\/portfolio\/summarization.webp\" class=\"img-fluid rounded-4 attachment-thumbnail\" alt=\"\" \/><\/a><\/div>\n\t\t<div class=\"entry-content-wrapper project-over-content w-100 position-absolute left-0 ps-4 pe-4 pb-3 pt-4 z-1 text-white text-start\">\n\t\t\t\t\t\t\t\t\t<h2 class=\"text-white color-inherit fs-4\"><a href=\"https:\/\/www.beyondprompting.com\/es\/portfolio\/named-entity-recognition-2\/\" rel=\"bookmark\">Summarization<\/a><\/h2>\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t<\/div>\n<\/div>\n<div class=\"masonry-item task item-entry shortcode-item-entry port-carousel-item col-xxl-2 col-xl-2 col-lg-2 col-md-4 col-sm-6 col-12 col-x12 post-17544 portfolio type-portfolio status-publish has-post-thumbnail hentry portfolio-cat-task entry\">\n\t<div class=\"single-portfolio home3-single-project position-relative over-hidden\">\n\t\t<div class=\"entry-post portfolio-post gallery-image priocs rounded-4 bg-white p-3 text-center\">\n\t\t\t\t<div class=\"entry-thumbnail-wrapper portfolio-post-img overflow-hidden\">\n\t<a href=\"https:\/\/www.beyondprompting.com\/es\/portfolio\/named-entity-recognition\/\"> <img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.beyondprompting.com\/wp-content\/uploads\/portfolio\/ner.webp\" class=\"img-fluid rounded-4 attachment-thumbnail\" alt=\"\" \/><\/a><\/div>\n\t\t<div class=\"entry-content-wrapper project-over-content w-100 position-absolute left-0 ps-4 pe-4 pb-3 pt-4 z-1 text-white text-start\">\n\t\t\t\t\t\t\t\t\t<h2 class=\"text-white color-inherit fs-4\"><a href=\"https:\/\/www.beyondprompting.com\/es\/portfolio\/named-entity-recognition\/\" rel=\"bookmark\">Named Entity Recognition<\/a><\/h2>\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t<\/div>\n<\/div>\n<div class=\"masonry-item task item-entry shortcode-item-entry port-carousel-item col-xxl-2 col-xl-2 col-lg-2 col-md-4 col-sm-6 col-12 col-x12 post-17542 portfolio type-portfolio status-publish has-post-thumbnail hentry portfolio-cat-task entry\">\n\t<div class=\"single-portfolio home3-single-project position-relative over-hidden\">\n\t\t<div class=\"entry-post portfolio-post gallery-image priocs rounded-4 bg-white p-3 text-center\">\n\t\t\t\t<div class=\"entry-thumbnail-wrapper portfolio-post-img overflow-hidden\">\n\t<a href=\"https:\/\/www.beyondprompting.com\/es\/portfolio\/binary-classification\/\"> <img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.beyondprompting.com\/wp-content\/uploads\/portfolio\/binary-classification.webp\" class=\"img-fluid rounded-4 attachment-thumbnail\" alt=\"\" \/><\/a><\/div>\n\t\t<div class=\"entry-content-wrapper project-over-content w-100 position-absolute left-0 ps-4 pe-4 pb-3 pt-4 z-1 text-white text-start\">\n\t\t\t\t\t\t\t\t\t<h2 class=\"text-white color-inherit fs-4\"><a href=\"https:\/\/www.beyondprompting.com\/es\/portfolio\/binary-classification\/\" rel=\"bookmark\">Binary Classification<\/a><\/h2>\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t<\/div>\n<\/div>\n<div class=\"masonry-item task item-entry shortcode-item-entry port-carousel-item col-xxl-2 col-xl-2 col-lg-2 col-md-4 col-sm-6 col-12 col-x12 post-17537 portfolio type-portfolio status-publish has-post-thumbnail hentry portfolio-cat-task entry\">\n\t<div class=\"single-portfolio home3-single-project position-relative over-hidden\">\n\t\t<div class=\"entry-post portfolio-post gallery-image priocs rounded-4 bg-white p-3 text-center\">\n\t\t\t\t<div class=\"entry-thumbnail-wrapper portfolio-post-img overflow-hidden\">\n\t<a href=\"https:\/\/www.beyondprompting.com\/es\/portfolio\/similarity-analysis\/\"> <img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.beyondprompting.com\/wp-content\/uploads\/portfolio\/img2img.webp\" class=\"img-fluid rounded-4 attachment-thumbnail\" alt=\"\" \/><\/a><\/div>\n\t\t<div class=\"entry-content-wrapper project-over-content w-100 position-absolute left-0 ps-4 pe-4 pb-3 pt-4 z-1 text-white text-start\">\n\t\t\t\t\t\t\t\t\t<h2 class=\"text-white color-inherit fs-4\"><a href=\"https:\/\/www.beyondprompting.com\/es\/portfolio\/similarity-analysis\/\" rel=\"bookmark\">Similarity Analysis<\/a><\/h2>\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t<\/div>\n<\/div>\n<div class=\"masonry-item task item-entry shortcode-item-entry port-carousel-item col-xxl-2 col-xl-2 col-lg-2 col-md-4 col-sm-6 col-12 col-x12 post-17535 portfolio type-portfolio status-publish has-post-thumbnail hentry portfolio-cat-task entry\">\n\t<div class=\"single-portfolio home3-single-project position-relative over-hidden\">\n\t\t<div class=\"entry-post portfolio-post gallery-image priocs rounded-4 bg-white p-3 text-center\">\n\t\t\t\t<div class=\"entry-thumbnail-wrapper portfolio-post-img overflow-hidden\">\n\t<a href=\"https:\/\/www.beyondprompting.com\/es\/portfolio\/image-to-image\/\"> <img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.beyondprompting.com\/wp-content\/uploads\/portfolio\/similarity-analysis.webp\" class=\"img-fluid rounded-4 attachment-thumbnail\" alt=\"\" \/><\/a><\/div>\n\t\t<div class=\"entry-content-wrapper project-over-content w-100 position-absolute left-0 ps-4 pe-4 pb-3 pt-4 z-1 text-white text-start\">\n\t\t\t\t\t\t\t\t\t<h2 class=\"text-white color-inherit fs-4\"><a href=\"https:\/\/www.beyondprompting.com\/es\/portfolio\/image-to-image\/\" rel=\"bookmark\">Image To Image<\/a><\/h2>\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t<\/div>\n<\/div>\n<div class=\"masonry-item task item-entry shortcode-item-entry port-carousel-item col-xxl-2 col-xl-2 col-lg-2 col-md-4 col-sm-6 col-12 col-x12 post-17530 portfolio type-portfolio status-publish has-post-thumbnail hentry portfolio-cat-task entry\">\n\t<div class=\"single-portfolio home3-single-project position-relative over-hidden\">\n\t\t<div class=\"entry-post portfolio-post gallery-image priocs rounded-4 bg-white p-3 text-center\">\n\t\t\t\t<div class=\"entry-thumbnail-wrapper portfolio-post-img overflow-hidden\">\n\t<a href=\"https:\/\/www.beyondprompting.com\/es\/portfolio\/text-to-image\/\"> <img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.beyondprompting.com\/wp-content\/uploads\/portfolio\/text2img.webp\" class=\"img-fluid rounded-4 attachment-thumbnail\" alt=\"\" \/><\/a><\/div>\n\t\t<div class=\"entry-content-wrapper project-over-content w-100 position-absolute left-0 ps-4 pe-4 pb-3 pt-4 z-1 text-white text-start\">\n\t\t\t\t\t\t\t\t\t<h2 class=\"text-white color-inherit fs-4\"><a href=\"https:\/\/www.beyondprompting.com\/es\/portfolio\/text-to-image\/\" rel=\"bookmark\">Text To Image<\/a><\/h2>\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t<\/div>\n<\/div>\n<div class=\"masonry-item task item-entry shortcode-item-entry port-carousel-item col-xxl-2 col-xl-2 col-lg-2 col-md-4 col-sm-6 col-12 col-x12 post-17528 portfolio type-portfolio status-publish has-post-thumbnail hentry portfolio-cat-task entry\">\n\t<div class=\"single-portfolio home3-single-project position-relative over-hidden\">\n\t\t<div class=\"entry-post portfolio-post gallery-image priocs rounded-4 bg-white p-3 text-center\">\n\t\t\t\t<div class=\"entry-thumbnail-wrapper portfolio-post-img overflow-hidden\">\n\t<a href=\"https:\/\/www.beyondprompting.com\/es\/portfolio\/voice-to-text\/\"> <img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.beyondprompting.com\/wp-content\/uploads\/portfolio\/voice2text.webp\" class=\"img-fluid rounded-4 attachment-thumbnail\" alt=\"\" \/><\/a><\/div>\n\t\t<div class=\"entry-content-wrapper project-over-content w-100 position-absolute left-0 ps-4 pe-4 pb-3 pt-4 z-1 text-white text-start\">\n\t\t\t\t\t\t\t\t\t<h2 class=\"text-white color-inherit fs-4\"><a href=\"https:\/\/www.beyondprompting.com\/es\/portfolio\/voice-to-text\/\" rel=\"bookmark\">Voice To Text<\/a><\/h2>\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t<\/div>\n<\/div>\n<div class=\"masonry-item task item-entry shortcode-item-entry port-carousel-item col-xxl-2 col-xl-2 col-lg-2 col-md-4 col-sm-6 col-12 col-x12 post-17526 portfolio type-portfolio status-publish has-post-thumbnail hentry portfolio-cat-task entry\">\n\t<div class=\"single-portfolio home3-single-project position-relative over-hidden\">\n\t\t<div class=\"entry-post portfolio-post gallery-image priocs rounded-4 bg-white p-3 text-center\">\n\t\t\t\t<div class=\"entry-thumbnail-wrapper portfolio-post-img overflow-hidden\">\n\t<a href=\"https:\/\/www.beyondprompting.com\/es\/portfolio\/text-to-voice\/\"> <img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.beyondprompting.com\/wp-content\/uploads\/portfolio\/text2voice.webp\" class=\"img-fluid rounded-4 attachment-thumbnail\" alt=\"\" \/><\/a><\/div>\n\t\t<div class=\"entry-content-wrapper project-over-content w-100 position-absolute left-0 ps-4 pe-4 pb-3 pt-4 z-1 text-white text-start\">\n\t\t\t\t\t\t\t\t\t<h2 class=\"text-white color-inherit fs-4\"><a href=\"https:\/\/www.beyondprompting.com\/es\/portfolio\/text-to-voice\/\" rel=\"bookmark\">Text To Voice<\/a><\/h2>\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t<\/div>\n<\/div>\n<div class=\"masonry-item task item-entry shortcode-item-entry port-carousel-item col-xxl-2 col-xl-2 col-lg-2 col-md-4 col-sm-6 col-12 col-x12 post-17524 portfolio type-portfolio status-publish has-post-thumbnail hentry portfolio-cat-task entry\">\n\t<div class=\"single-portfolio home3-single-project position-relative over-hidden\">\n\t\t<div class=\"entry-post portfolio-post gallery-image priocs rounded-4 bg-white p-3 text-center\">\n\t\t\t\t<div class=\"entry-thumbnail-wrapper portfolio-post-img overflow-hidden\">\n\t<a href=\"https:\/\/www.beyondprompting.com\/es\/portfolio\/image-to-text\/\"> <img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.beyondprompting.com\/wp-content\/uploads\/portfolio\/img2text.webp\" class=\"img-fluid rounded-4 attachment-thumbnail\" alt=\"\" \/><\/a><\/div>\n\t\t<div class=\"entry-content-wrapper project-over-content w-100 position-absolute left-0 ps-4 pe-4 pb-3 pt-4 z-1 text-white text-start\">\n\t\t\t\t\t\t\t\t\t<h2 class=\"text-white color-inherit fs-4\"><a href=\"https:\/\/www.beyondprompting.com\/es\/portfolio\/image-to-text\/\" rel=\"bookmark\">Image To Text<\/a><\/h2>\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t<\/div>\n<\/div>\n<div class=\"masonry-item task item-entry shortcode-item-entry port-carousel-item col-xxl-2 col-xl-2 col-lg-2 col-md-4 col-sm-6 col-12 col-x12 post-17522 portfolio type-portfolio status-publish has-post-thumbnail hentry portfolio-cat-task entry\">\n\t<div class=\"single-portfolio home3-single-project position-relative over-hidden\">\n\t\t<div class=\"entry-post portfolio-post gallery-image priocs rounded-4 bg-white p-3 text-center\">\n\t\t\t\t<div class=\"entry-thumbnail-wrapper portfolio-post-img overflow-hidden\">\n\t<a href=\"https:\/\/www.beyondprompting.com\/es\/portfolio\/mono-modal-assistance\/\"> <img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.beyondprompting.com\/wp-content\/uploads\/portfolio\/monom-assistance.webp\" class=\"img-fluid rounded-4 attachment-thumbnail\" alt=\"\" \/><\/a><\/div>\n\t\t<div class=\"entry-content-wrapper project-over-content w-100 position-absolute left-0 ps-4 pe-4 pb-3 pt-4 z-1 text-white text-start\">\n\t\t\t\t\t\t\t\t\t<h2 class=\"text-white color-inherit fs-4\"><a href=\"https:\/\/www.beyondprompting.com\/es\/portfolio\/mono-modal-assistance\/\" rel=\"bookmark\">Mono Modal Assistance<\/a><\/h2>\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t<\/div>\n<\/div>\n<div class=\"masonry-item task item-entry shortcode-item-entry port-carousel-item col-xxl-2 col-xl-2 col-lg-2 col-md-4 col-sm-6 col-12 col-x12 post-17514 portfolio type-portfolio status-publish has-post-thumbnail hentry portfolio-cat-task entry\">\n\t<div class=\"single-portfolio home3-single-project position-relative over-hidden\">\n\t\t<div class=\"entry-post portfolio-post gallery-image priocs rounded-4 bg-white p-3 text-center\">\n\t\t\t\t<div class=\"entry-thumbnail-wrapper portfolio-post-img overflow-hidden\">\n\t<a href=\"https:\/\/www.beyondprompting.com\/es\/portfolio\/multi-modal-assistance\/\"> <img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.beyondprompting.com\/wp-content\/uploads\/portfolio\/multim-assistance.webp\" class=\"img-fluid rounded-4 attachment-thumbnail\" alt=\"\" \/><\/a><\/div>\n\t\t<div class=\"entry-content-wrapper project-over-content w-100 position-absolute left-0 ps-4 pe-4 pb-3 pt-4 z-1 text-white text-start\">\n\t\t\t\t\t\t\t\t\t<h2 class=\"text-white color-inherit fs-4\"><a href=\"https:\/\/www.beyondprompting.com\/es\/portfolio\/multi-modal-assistance\/\" rel=\"bookmark\">Multi Modal Assistance<\/a><\/h2>\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t<\/div>\n<\/div>\n<div class=\"masonry-item task item-entry shortcode-item-entry port-carousel-item col-xxl-2 col-xl-2 col-lg-2 col-md-4 col-sm-6 col-12 col-x12 post-17507 portfolio type-portfolio status-publish has-post-thumbnail hentry portfolio-cat-task entry\">\n\t<div class=\"single-portfolio home3-single-project position-relative over-hidden\">\n\t\t<div class=\"entry-post portfolio-post gallery-image priocs rounded-4 bg-white p-3 text-center\">\n\t\t\t\t<div class=\"entry-thumbnail-wrapper portfolio-post-img overflow-hidden\">\n\t<a href=\"https:\/\/www.beyondprompting.com\/es\/portfolio\/retrieval-augmented-generation\/\"> <img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.beyondprompting.com\/wp-content\/uploads\/portfolio\/rag.webp\" class=\"img-fluid rounded-4 attachment-thumbnail\" alt=\"\" \/><\/a><\/div>\n\t\t<div class=\"entry-content-wrapper project-over-content w-100 position-absolute left-0 ps-4 pe-4 pb-3 pt-4 z-1 text-white text-start\">\n\t\t\t\t\t\t\t\t\t<h2 class=\"text-white color-inherit fs-4\"><a href=\"https:\/\/www.beyondprompting.com\/es\/portfolio\/retrieval-augmented-generation\/\" rel=\"bookmark\">Retrieval-Augmented Generation<\/a><\/h2>\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t<\/div>\n<\/div>\n<div class=\"masonry-item task item-entry shortcode-item-entry port-carousel-item col-xxl-2 col-xl-2 col-lg-2 col-md-4 col-sm-6 col-12 col-x12 post-17397 portfolio type-portfolio status-publish has-post-thumbnail hentry portfolio-cat-task entry\">\n\t<div class=\"single-portfolio home3-single-project position-relative over-hidden\">\n\t\t<div class=\"entry-post portfolio-post gallery-image priocs rounded-4 bg-white p-3 text-center\">\n\t\t\t\t<div class=\"entry-thumbnail-wrapper portfolio-post-img overflow-hidden\">\n\t<a href=\"https:\/\/www.beyondprompting.com\/es\/portfolio\/embedding\/\"> <img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.beyondprompting.com\/wp-content\/uploads\/portfolio\/embedding.webp\" class=\"img-fluid rounded-4 attachment-thumbnail\" alt=\"\" \/><\/a><\/div>\n\t\t<div class=\"entry-content-wrapper project-over-content w-100 position-absolute left-0 ps-4 pe-4 pb-3 pt-4 z-1 text-white text-start\">\n\t\t\t\t\t\t\t\t\t<h2 class=\"text-white color-inherit fs-4\"><a href=\"https:\/\/www.beyondprompting.com\/es\/portfolio\/embedding\/\" rel=\"bookmark\">Embedding<\/a><\/h2>\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t<\/div>\n<\/div>\n<div class=\"masonry-item task item-entry shortcode-item-entry port-carousel-item col-xxl-2 col-xl-2 col-lg-2 col-md-4 col-sm-6 col-12 col-x12 post-17377 portfolio type-portfolio status-publish has-post-thumbnail hentry portfolio-cat-task entry\">\n\t<div class=\"single-portfolio home3-single-project position-relative over-hidden\">\n\t\t<div class=\"entry-post portfolio-post gallery-image priocs rounded-4 bg-white p-3 text-center\">\n\t\t\t\t<div class=\"entry-thumbnail-wrapper portfolio-post-img overflow-hidden\">\n\t<a href=\"https:\/\/www.beyondprompting.com\/es\/portfolio\/multi-label-classification\/\"> <img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.beyondprompting.com\/wp-content\/uploads\/portfolio\/multi_label_classification.webp\" class=\"img-fluid rounded-4 attachment-thumbnail\" alt=\"\" \/><\/a><\/div>\n\t\t<div class=\"entry-content-wrapper project-over-content w-100 position-absolute left-0 ps-4 pe-4 pb-3 pt-4 z-1 text-white text-start\">\n\t\t\t\t\t\t\t\t\t<h2 class=\"text-white color-inherit fs-4\"><a href=\"https:\/\/www.beyondprompting.com\/es\/portfolio\/multi-label-classification\/\" rel=\"bookmark\">Multi Label Classification<\/a><\/h2>\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t<\/div>\n<\/div>\n<\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>La capacidad de procesar grandes vol\u00famenes de corpus textuales y acortarlos mientras se extrae la informaci\u00f3n m\u00e1s relevante es uno de los campos m\u00e1s prometedores de la PNL. Los modelos de resumen pueden utilizar una variedad de t\u00e9cnicas, como el procesamiento del lenguaje natural y el aprendizaje autom\u00e1tico, para identificar informaci\u00f3n clave y generar una versi\u00f3n condensada del texto original. Si bien sigue siendo un campo en desarrollo, el resumen de IA tiene el potencial de mejorar enormemente la productividad y la accesibilidad en diversas industrias.<\/p>","protected":false},"author":1,"featured_media":17541,"menu_order":0,"template":"","portfolio-cat":[69],"portfolio-skills":[],"class_list":["post-17546","portfolio","type-portfolio","status-publish","has-post-thumbnail","hentry","portfolio-cat-task","entry"],"_links":{"self":[{"href":"https:\/\/www.beyondprompting.com\/es\/wp-json\/wp\/v2\/portfolio\/17546","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.beyondprompting.com\/es\/wp-json\/wp\/v2\/portfolio"}],"about":[{"href":"https:\/\/www.beyondprompting.com\/es\/wp-json\/wp\/v2\/types\/portfolio"}],"author":[{"embeddable":true,"href":"https:\/\/www.beyondprompting.com\/es\/wp-json\/wp\/v2\/users\/1"}],"version-history":[{"count":6,"href":"https:\/\/www.beyondprompting.com\/es\/wp-json\/wp\/v2\/portfolio\/17546\/revisions"}],"predecessor-version":[{"id":18210,"href":"https:\/\/www.beyondprompting.com\/es\/wp-json\/wp\/v2\/portfolio\/17546\/revisions\/18210"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.beyondprompting.com\/es\/wp-json\/wp\/v2\/media\/17541"}],"wp:attachment":[{"href":"https:\/\/www.beyondprompting.com\/es\/wp-json\/wp\/v2\/media?parent=17546"}],"wp:term":[{"taxonomy":"portfolio-cat","embeddable":true,"href":"https:\/\/www.beyondprompting.com\/es\/wp-json\/wp\/v2\/portfolio-cat?post=17546"},{"taxonomy":"portfolio-skills","embeddable":true,"href":"https:\/\/www.beyondprompting.com\/es\/wp-json\/wp\/v2\/portfolio-skills?post=17546"}],"curies":[{"name":"gracias","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}