{"id":220825,"date":"2023-08-31T17:08:28","date_gmt":"2023-08-31T20:08:28","guid":{"rendered":"https:\/\/www.trustedtranslations.com\/?post_type=blog&#038;p=220825"},"modified":"2023-08-31T17:08:28","modified_gmt":"2023-08-31T20:08:28","slug":"la-traduccion-automatica-alucina-a-las-ovejas-electricas","status":"publish","type":"blog","link":"https:\/\/www.trustedtranslations.com\/es\/blog\/la-traduccion-automatica-alucina-a-las-ovejas-electricas","title":{"rendered":"\u00bfLa traducci\u00f3n autom\u00e1tica alucina ovejas el\u00e9ctricas?"},"content":{"rendered":"<p>Puede que los robots no sue\u00f1en, pero s\u00ed alucinan. \u00daltimamente, con <a href=\"https:\/\/www.trustedtranslations.com\/es\/blog\/lo-que-debes-saber-sobre-los-chatbots-pt-1\">la inteligencia artificial<\/a> en el centro de la atenci\u00f3n de los medios, la tendencia de los algoritmos a alucinar se ha convertido en una preocupaci\u00f3n grave con respecto al uso de las IA, y el campo de la traducci\u00f3n autom\u00e1tica no es una excepci\u00f3n.<\/p>\n<p>En esta publicaci\u00f3n, examinaremos qu\u00e9 son las alucinaciones de la traducci\u00f3n autom\u00e1tica, por qu\u00e9 ocurren y c\u00f3mo evitar que este serio problema afecte a tus proyectos de traducci\u00f3n.<\/p>\n<h2><strong>\u00bfQu\u00e9 son las alucinaciones de la traducci\u00f3n autom\u00e1tica?<\/strong><\/h2>\n<p><a href=\"https:\/\/www.trustedtranslations.com\/es\/servicios\/automatica\">La traducci\u00f3n autom\u00e1tica<\/a> utiliza el software (normalmente inteligencia artificial o el aprendizaje autom\u00e1tico) para traducir textos de un idioma a otro, a diferencia de la traducci\u00f3n humana. Si bien la traducci\u00f3n autom\u00e1tica puede ayudar a ahorrar tiempo y dinero, desafortunadamente, estas m\u00e1quinas tambi\u00e9n pueden producir alucinaciones: traducciones que no tienen ninguna relaci\u00f3n con el texto y que a menudo son extra\u00f1as.<\/p>\n<p>Por ejemplo, un <a href=\"https:\/\/blog.gdeltproject.org\/experiments-with-machine-translation-when-machines-hallucinate-write-their-own-stories\/\" target=\"_blank\" rel=\"noopener\">experimento con traducci\u00f3n autom\u00e1tica<\/a> descubri\u00f3 que el modelo utilizado alucinaba historias completamente nuevas. La frase original era una declaraci\u00f3n sobre una huelga en Colombia; despu\u00e9s de pasar por Google Translate al marati y luego ser traducida nuevamente al ingl\u00e9s mediante el traductor autom\u00e1tico, la oraci\u00f3n se convirti\u00f3 en una declaraci\u00f3n tremendamente equivocada sobre ni\u00f1os estadounidenses que serv\u00edan a los testigos de Jehov\u00e1. Como ilustra este ejemplo, las alucinaciones pueden ocurrir especialmente a menudo cuando se traduce del ingl\u00e9s a idiomas menos utilizados, sobre los cuales la m\u00e1quina puede no tener tantos datos confiables.<\/p>\n<h2><strong>\u00bfPor qu\u00e9 ocurren las alucinaciones?<\/strong><\/h2>\n<p>Algunas alucinaciones <a href=\"https:\/\/www.trustedtranslations.com\/es\/servicios\/automatica\/motores-de-mt-personalizados\">de traducci\u00f3n autom\u00e1tica neuronal (NMT)<\/a> son causadas por una \u00abperturbaci\u00f3n de la fuente\u00bb o un elemento inesperado en ella que, en consecuencia, contamina el resultado. El texto fuente puede tener un error tipogr\u00e1fico, un estilo peculiar, una palabra inusual o una palabra que simplemente no se tiene en cuenta en el modelo.<\/p>\n<p>Otras alucinaciones surgen de problemas subyacentes con los datos utilizados para entrenar al modelo. Los investigadores han descubierto, por ejemplo, que algunos modelos tienen problemas con la memorizaci\u00f3n excesiva de frases, es decir, frases que la m\u00e1quina memoriza tanto que quiere repetirlas exactamente de la misma manera cada vez, sin reconocer el contexto o la expresi\u00f3n idiom\u00e1tica. Una gran cantidad de \u00abruido\u00bb en el conjunto de datos de entrenamiento (demasiados pares err\u00f3neos o desalineados entre las oraciones fuente y meta) tambi\u00e9n puede provocar alucinaciones.<\/p>\n<p>Y, cuando se trata de modelos basados en LLM, como ChatGPT, el panorama es igualmente preocupante. Adem\u00e1s de las traducciones err\u00f3neas y las fallas o los errores en la traducci\u00f3n, los datos de entrenamiento tambi\u00e9n pueden contener material t\u00f3xico que se cuela en la traducci\u00f3n.<\/p>\n<h2><strong>C\u00f3mo evitar las alucinaciones de la traducci\u00f3n<\/strong><\/h2>\n<p>Como puedes imaginar, las alucinaciones de la traducci\u00f3n autom\u00e1tica pueden ser desastrosas para una empresa, erosionando la confianza del usuario y causando graves problemas de seguridad. Si bien hay formas de ajustar las propias m\u00e1quinas, la \u00fanica forma probada y verdadera de corregir las alucinaciones m\u00e1s all\u00e1 de toda duda es con el toque humano: un traductor humano real y profesional.<\/p>\n<p>Utilizar la traducci\u00f3n humana no significa que no se pueda utilizar la traducci\u00f3n autom\u00e1tica como primer paso en un proyecto importante. En su lugar, puedes contratar a un traductor humano para que limpie el \u201cborrador\u201d de la traducci\u00f3n autom\u00e1tica en un proceso conocido como <a href=\"https:\/\/www.trustedtranslations.com\/es\/servicios\/automatica\/posedicion\">posedici\u00f3n<\/a>. Los poseditores no s\u00f3lo revisar\u00e1n y corregir\u00e1n tus traducciones autom\u00e1ticas, puli\u00e9ndolas a un alto nivel, sino que sus retraducciones tambi\u00e9n podr\u00e1n incorporarse a la memoria de la propia m\u00e1quina, mejorando su entrenamiento para proyectos futuros.<\/p>\n<p>Para obtener los mejores resultados, debes buscar ling\u00fcistas profesionales capacitados espec\u00edficamente en posedici\u00f3n de traducci\u00f3n autom\u00e1tica, como <a href=\"https:\/\/www.trustedtranslations.com\/es\/acerca-de-nosotros\/traductores-confiables\">los poseditores expertos<\/a> de <em><em>Trusted Translations<\/em><\/em>, quienes siguen un proceso riguroso para garantizar la calidad de cada traducci\u00f3n.<\/p>\n<p>Imagen de Enrique en Pixabay<\/p>\n","protected":false},"excerpt":{"rendered":"Puede que los robots no sue\u00f1en, pero s\u00ed alucinan. \u00daltimamente, con la inteligencia artificial en el centro de la atenci\u00f3n de los medios, la tendencia de los algoritmos a alucinar\u2026\n","protected":false},"author":111,"featured_media":220308,"menu_order":0,"comment_status":"closed","ping_status":"closed","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":"default","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center 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