{"id":4204,"date":"2025-07-23T14:11:20","date_gmt":"2025-07-23T17:11:20","guid":{"rendered":"https:\/\/dcc.ing.uc.cl\/?p=4204"},"modified":"2025-07-23T15:38:44","modified_gmt":"2025-07-23T18:38:44","slug":"investigacion-dcc-uc-2025-1-papers-publicados-por-alvaro-soto","status":"publish","type":"post","link":"https:\/\/dcc.ing.uc.cl\/?p=4204","title":{"rendered":"Investigaci\u00f3n DCC UC 2025-1: Papers publicados por \u00c1lvaro Soto"},"content":{"rendered":"\n<p>Con el fin de visibilizar el trabajo en&nbsp;<strong>Investigaci\u00f3n<\/strong>, ahora en nuestro sitio web, encontrar\u00e1s papers publicados durante el primer semestre del 2025-1 de cada profesor \u00f3 profesora que a su vez son investigadores e investigadoras.&nbsp;<\/p>\n\n\n\n<p>En esta oportunidad se publican<strong>&nbsp;investigaciones<\/strong>&nbsp;de <strong>\u00c1lvaro Soto<\/strong>, acad\u00e9mico del <strong>Departamento Ciencia de la Computaci\u00f3n<\/strong> &#8211; <a href=\"https:\/\/www.ing.uc.cl\">Escuela de Ingenier\u00eda<\/a> de la <a href=\"ttps:\/\/www.uc.cl\/\">Pontificia Universidad Cat\u00f3lica de Chile<\/a> y director del <a href=\"https:\/\/cenia.cl\">Centro Nacional de Inteligencia Artificial<\/a> (CENIA). <\/p>\n\n\n\n<p><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong><em>Data Distributional Properties As Inductive Bias for Systematic Generalization<\/em><\/strong><em>\u201d.<\/em><br>Felipe del Rio, Alain Raymond-Saez, Daniel Florea, Rodrigo Toro Icarte, Julio Hurtado, Cristian B. Calderon, <strong>\u00c1lvaro Soto*<\/strong><br>Disponible: <a href=\"https:\/\/openaccess.thecvf.com\/content\/CVPR2025\/html\/del_Rio_Data_Distributional_Properties_As_Inductive_Bias_for_Systematic_Generalization_CVPR_2025_paper.html\">https:\/\/openaccess.thecvf.com\/content\/CVPR2025\/html\/del_Rio_Data_Distributional_Properties_As_Inductive_Bias_for_Systematic_Generalization_CVPR_2025_paper.html<\/a><br><br>Esta investigaci\u00f3n muestra que ciertas propiedades del conjunto de entrenamiento como la diversidad, la presencia concentrada de valores (burstiness) y la intervenci\u00f3n latente mejoran significativamente la generalizaci\u00f3n sistem\u00e1tica en modelos de lenguaje multimodales basados en redes neuronales profundas. La diversidad, en particular, aumenta la precisi\u00f3n hasta en un 89\u202f%. Adem\u00e1s, una menor correlaci\u00f3n entre atributos latentes, medida como Informaci\u00f3n Mutua Normalizada, promueve representaciones paralelas en el modelo, facilitando el razonamiento por analog\u00eda y la generalizaci\u00f3n fuera del dominio original.<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><em>\u201c<\/em><strong><em>Tracr-Injection: Distilling Algorithms into Pre-trained Language Models<\/em><\/strong><em>\u201d.<\/em><br>Tom\u00e1s Vergara-Browne<strong>, \u00c1lvaro Soto*<\/strong><br>Disponible: <a href=\"https:\/\/scholar.google.com\/citations?view_op=view_citation&amp;hl=en&amp;user=gOVVRk4AAAAJ&amp;sortby=pubdate&amp;citation_for_view=gOVVRk4AAAAJ:X0DADzN9RKwC\">https:\/\/scholar.google.com\/citations?view_op=view_citation&amp;hl=en&amp;user=gOVVRk4AAAAJ&amp;sortby=pubdate&amp;citation_for_view=gOVVRk4AAAAJ:X0DADzN9RKwC<\/a><br><br>Esta investigaci\u00f3n presenta tracr-injection, un m\u00e9todo para incorporar directamente algoritmos simb\u00f3licos escritos en el lenguaje RASP dentro de modelos de lenguaje preentrenados basados en transformers. Al inyectar estos algoritmos, el m\u00e9todo genera una subestructura interpretable en el modelo y mejora su desempe\u00f1o en tareas fuera del dominio de entrenamiento, evidenciando un mecanismo simb\u00f3lico interno que supera las limitaciones del aprendizaje no supervisado tradicional.<\/li>\n<\/ul>\n\n\n\n<p>Te invitamos a revisar los Laboratorios de Investigaci\u00f3n dentro del DCC UC:<a href=\" https:\/\/dcc.ing.uc.cl\/investigacion\/laboratorios\/\">https:\/\/dcc.ing.uc.cl\/investigacion\/laboratorios\/<\/a><\/p>\n\n\n\n<p>Te invitamos a revisar los Centros de Investigaci\u00f3n Asociados al DCC UC:&nbsp;<a href=\"https:\/\/dcc.ing.uc.cl\/investigacion\/centros-de-investigacion-asociados\/\">https:\/\/dcc.ing.uc.cl\/investigacion\/centros-de-investigacion-asociados\/<\/a><\/p>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large\"><img fetchpriority=\"high\" decoding=\"async\" width=\"819\" height=\"1024\" src=\"https:\/\/dcc.ing.uc.cl\/wp-content\/uploads\/2025\/07\/Alvaro-Soto-investigacion-819x1024.png\" alt=\"\" class=\"wp-image-4205\" srcset=\"https:\/\/dcc.ing.uc.cl\/wp-content\/uploads\/2025\/07\/Alvaro-Soto-investigacion-819x1024.png 819w, https:\/\/dcc.ing.uc.cl\/wp-content\/uploads\/2025\/07\/Alvaro-Soto-investigacion-240x300.png 240w, https:\/\/dcc.ing.uc.cl\/wp-content\/uploads\/2025\/07\/Alvaro-Soto-investigacion-768x960.png 768w, https:\/\/dcc.ing.uc.cl\/wp-content\/uploads\/2025\/07\/Alvaro-Soto-investigacion.png 1080w\" sizes=\"(max-width: 819px) 100vw, 819px\" \/><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>Con el fin de visibilizar el trabajo en&nbsp;Investigaci\u00f3n, ahora en nuestro sitio web, encontrar\u00e1s papers publicados durante el primer semestre del 2025-1 de cada profesor \u00f3 profesora que a su vez son investigadores e investigadoras.&nbsp; En esta oportunidad se publican&nbsp;investigaciones&nbsp;de \u00c1lvaro Soto, acad\u00e9mico del Departamento Ciencia de la Computaci\u00f3n &#8211; Escuela de Ingenier\u00eda de la Pontificia Universidad Cat\u00f3lica de Chile y director del Centro Nacional de Inteligencia Artificial (CENIA). Te invitamos a revisar los Laboratorios de Investigaci\u00f3n dentro del DCC UC:https:\/\/dcc.ing.uc.cl\/investigacion\/laboratorios\/ Te invitamos a revisar los Centros de Investigaci\u00f3n Asociados al DCC UC:&nbsp;https:\/\/dcc.ing.uc.cl\/investigacion\/centros-de-investigacion-asociados\/<\/p>\n","protected":false},"author":8,"featured_media":4205,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[10],"tags":[222,49,179,191],"class_list":["post-4204","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-noticias","tag-222","tag-ciencia","tag-investigacion-2","tag-investigation"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Investigaci\u00f3n DCC UC 2025-1: Papers publicados por \u00c1lvaro Soto - Departamento de Ciencia de la Computaci\u00f3n<\/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:\/\/dcc.ing.uc.cl\/?p=4204\" \/>\n<meta property=\"og:locale\" content=\"es_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Investigaci\u00f3n DCC UC 2025-1: Papers publicados por \u00c1lvaro Soto - Departamento de Ciencia de la Computaci\u00f3n\" \/>\n<meta property=\"og:description\" content=\"Con el fin de visibilizar el trabajo en&nbsp;Investigaci\u00f3n, ahora en nuestro sitio web, encontrar\u00e1s papers publicados durante el primer semestre del 2025-1 de cada profesor \u00f3 profesora que a su vez son investigadores e investigadoras.&nbsp; En esta oportunidad se publican&nbsp;investigaciones&nbsp;de \u00c1lvaro Soto, acad\u00e9mico del Departamento Ciencia de la Computaci\u00f3n &#8211; Escuela de Ingenier\u00eda de la Pontificia Universidad Cat\u00f3lica de Chile y director del Centro Nacional de Inteligencia Artificial (CENIA). Te invitamos a revisar los Laboratorios de Investigaci\u00f3n dentro del DCC UC:https:\/\/dcc.ing.uc.cl\/investigacion\/laboratorios\/ Te invitamos a revisar los Centros de Investigaci\u00f3n Asociados al DCC UC:&nbsp;https:\/\/dcc.ing.uc.cl\/investigacion\/centros-de-investigacion-asociados\/\" \/>\n<meta property=\"og:url\" content=\"https:\/\/dcc.ing.uc.cl\/?p=4204\" \/>\n<meta property=\"og:site_name\" content=\"Departamento de Ciencia de la Computaci\u00f3n\" \/>\n<meta property=\"article:published_time\" content=\"2025-07-23T17:11:20+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-07-23T18:38:44+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/dcc.ing.uc.cl\/wp-content\/uploads\/2025\/07\/Alvaro-Soto-investigacion.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1080\" \/>\n\t<meta property=\"og:image:height\" content=\"1350\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Pia Cassone\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Escrito por\" \/>\n\t<meta name=\"twitter:data1\" content=\"Pia Cassone\" \/>\n\t<meta name=\"twitter:label2\" content=\"Tiempo estimado 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:\\\/\\\/dcc.ing.uc.cl\\\/?p=4204#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/dcc.ing.uc.cl\\\/?p=4204\"},\"author\":{\"name\":\"Pia Cassone\",\"@id\":\"https:\\\/\\\/dcc.ing.uc.cl\\\/#\\\/schema\\\/person\\\/a2eef86f31907b1eca3781d165255d75\"},\"headline\":\"Investigaci\u00f3n DCC UC 2025-1: Papers publicados por \u00c1lvaro Soto\",\"datePublished\":\"2025-07-23T17:11:20+00:00\",\"dateModified\":\"2025-07-23T18:38:44+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/dcc.ing.uc.cl\\\/?p=4204\"},\"wordCount\":378,\"publisher\":{\"@id\":\"https:\\\/\\\/dcc.ing.uc.cl\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/dcc.ing.uc.cl\\\/?p=4204#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/dcc.ing.uc.cl\\\/wp-content\\\/uploads\\\/2025\\\/07\\\/Alvaro-Soto-investigacion.png\",\"keywords\":[\"2025\",\"Ciencia\",\"investigacion\",\"investigation\"],\"articleSection\":[\"Noticias\"],\"inLanguage\":\"es-CL\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/dcc.ing.uc.cl\\\/?p=4204\",\"url\":\"https:\\\/\\\/dcc.ing.uc.cl\\\/?p=4204\",\"name\":\"Investigaci\u00f3n DCC UC 2025-1: Papers publicados por \u00c1lvaro Soto - 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