{"id":12657,"date":"2019-11-15T12:47:00","date_gmt":"2019-11-15T11:47:00","guid":{"rendered":"https:\/\/www.fundacionbankinter.org\/noticias\/comprension-de-lenguaje-natural\/"},"modified":"2025-12-01T23:35:51","modified_gmt":"2025-12-01T22:35:51","slug":"comprension-de-lenguaje-natural","status":"publish","type":"noticias","link":"https:\/\/www.fundacionbankinter.org\/en\/news\/comprension-de-lenguaje-natural\/","title":{"rendered":"Natural Language comprehension"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">The field of\u00a0<strong>computational linguistics<\/strong>\u2013the study of language from a computational perspective\u2013is over 70 years old and still has a long way to go. From the first translations done by a machine to the current boom in personal assistants, chatbots, etc., the increase in the number of natural language processing and language analysis tools in the 2000s has resulted in an obvious evolution of this field, whose limitations are still blurred.\u00a0Now the technology is working on Natural Language comprehension.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">During the FTF, the following&nbsp;<strong>computational linguistics tools were mentioned:&nbsp;<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>&#8211; Voice recognition<\/strong>&nbsp;is the transcription of audio content, someone\u2019s voice and what they say, into words.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">&#8211; <strong>Natural language comprehension<\/strong>, which involves language comprehension and correlating what we see and what we believe.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><br>Manch\u00f3n believes that&nbsp;<strong>these systems exercise \u201ccompetence without comprehension,\u201d<\/strong>&nbsp;a statement that is both widely shared and questioned in the scientific community. Philosopher of the mind and cognitive scientist&nbsp;<a href=\"https:\/\/es.wikipedia.org\/wiki\/Daniel_Dennett\" target=\"_blank\" rel=\"noreferrer noopener\">Daniel Dennett<\/a>&nbsp;proposed it. The statement essentially means that, at a functional level, a system can reach a performance level (competence) that would be attributed to comprehension in human settings (intelligence); however, the system would not comprehend what it is doing.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">&nbsp;&#8211; <strong>Dialogue management&nbsp;<\/strong>is essential to having a conversation. We need&nbsp;<strong>to teach machines how to understand speaking times,<\/strong>&nbsp;how to associate what someone just said with the information that was shared in the conversation.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">&nbsp;&nbsp;&#8211; <strong>Natural language generation<\/strong>&nbsp;allows the machine to communicate in a way that a human can understand, by having an idea of what the interaction will be about and how it will take place. It\u2019s about generating a task, a message, information, anything, in natural language.&nbsp;<br>&#8211; <strong>Speech synthesis<\/strong>&nbsp;makes it possible to generate natural language in the form of a voice.<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"Tecnolog\u00edas del lenguaje | Pilar Manchon\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/GjLsP2_CIMg?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">The&nbsp;<strong>future of natural language recognition is multimodal<\/strong>&nbsp;(or involves multimodal multitasking). There will be virtual assistants with a more complete vision that can feel and know about other things other than what we tell them. These assistants will be able<strong>&nbsp;to understand language and its context.&nbsp;<\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Another component is&nbsp;personality detection.<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>&nbsp;<\/strong>This is the ability to detect the type of personality that someone has through language. This has to do with the idea of trust: who you are, where you are from, what you know\u2026<strong>&nbsp;Inferred intelligence not only has to do with that you say.&nbsp;<\/strong>It involves several sources of information and adding one, two or three more things to what you\u2019re actually conveying in a specific message; it\u2019s also about how to put all the information together in order to take one more step forward in a smart way. And then there is synchronization, which has to do more with coherent behavior, so the user\u2019s expectations about the interaction are not altered.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">In the future, the field of language comprehension will&nbsp;<strong>put together all these pieces and make them match in a fair, ethical way, avoiding negative effects.&nbsp;<\/strong>These technical needs have often times sensitive implications, such as data ownership and management: who owns the data, how much data we are sharing, if we are sharing more than we want to share, how you say what you say, when you say it, who you say it to, which tone you use&#8230; It is a well-known fact that some companies use our conversations to know users better and to advertise their products and services. But these systems can also be used for noble purposes, such as&nbsp;<strong>detecting online sexual predatory behavior, or detecting bullying and how people are manipulated through social media<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Our experts think <a href=\"https:\/\/www.fundacionbankinter.org\/en\/ftf-informes\/artificial-intelligence\/\" target=\"_blank\" rel=\"noreferrer noopener\">Artificial Intelligence<\/a> is key\u00a0<strong>to improve machines\u2019 natural language comprehension\u00a0<\/strong>and therefore improve our relationship and interaction with them.\u00a0<\/p>\n","protected":false},"excerpt":{"rendered":"<p>One of the main potential fields of Artificial Intelligence is the understanding of natural language, which will allow, among other things, human-machine interaction.<\/p>\n","protected":false},"featured_media":12655,"template":"","meta":{"_acf_changed":false,"_oaas_summary":"Computational linguistics, the study of language through computational methods, has evolved significantly over its 70-year history, progressing from early machine translations to today's widespread use in personal assistants and chatbots. Despite these advances, the field still faces challenges, especially in achieving true natural language comprehension. Key tools discussed include voice recognition, which transcribes spoken words into text, and dialogue management, which teaches machines how to understand conversational context and timing. Natural language generation enables machines to produce human-understandable messages, while speech synthesis converts text into spoken language. However, current systems often demonstrate \u201ccompetence without comprehension,\u201d meaning they perform language tasks effectively without genuinely understanding content.\n\nLooking forward, the future of natural language processing involves multimodal systems that integrate various sensory inputs, allowing virtual assistants to grasp language and context more fully. Personality detection is another emerging area, enabling machines to infer user traits and build trust through nuanced understanding of language use. Synchronization ensures coherent interactions that meet user expectations. Ethical considerations, such as data ownership, privacy, and fair use, are crucial as language technologies become more sophisticated. While companies may exploit conversational data for marketing, these systems also hold promise for positive applications like identifying online predatory behavior and social manipulation. Experts agree that advances in artificial intelligence are essential for enhancing machines' language comprehension and improving human-machine interaction.","_oaas_audio_url":"https:\/\/www.fundacionbankinter.org\/wp-content\/uploads\/2025\/12\/summary-12657-1764628555.mp3"},"categories":[204],"class_list":["post-12657","noticias","type-noticias","status-publish","has-post-thumbnail","hentry","category-science-and-technology"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Natural Language comprehension<\/title>\n<meta name=\"description\" content=\"One of the main potential fields of Artificial Intelligence is Natural Language comprehension, which will allow, among other things, human-machine interaction.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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