{"id":20129,"date":"2021-06-08T08:26:46","date_gmt":"2021-06-08T06:26:46","guid":{"rendered":"http:\/\/simplifai-new\/?p=20129"},"modified":"2023-09-28T13:06:35","modified_gmt":"2023-09-28T13:06:35","slug":"the-future-of-artificial-intelligence-rests-on-the-shoulders-of-innovation-in-natural-language-processing","status":"publish","type":"post","link":"https:\/\/simplifai.dev07.dekodes.no\/wp\/blog\/2021\/06\/08\/the-future-of-artificial-intelligence-rests-on-the-shoulders-of-innovation-in-natural-language-processing\/","title":{"rendered":"The Future of Artificial Intelligence Rests on the Shoulders of Innovation in Natural Language Processing"},"content":{"rendered":"\t<div class=\"simplifai-post-intro wp-block-simplifai-post-intro\">\n\t\t<div class=\"simplifai-post-intro__inner\">\n\t\t\t<div class=\"simplifai-post-intro__meta\">\n\t\t\t\t\t\t\t\t\t<div class=\"simplifai-post-intro__meta-date\">\n\t\t\t\t\t\t8. June 2021\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"simplifai-post-intro__meta-terms\">\n\t\t\t\t\t<li class=\"simplifai-post-intro__meta-term\"><a href=\"https:\/\/simplifai.dev07.dekodes.no\/wp\/blog\/category\/artificial-intelligence-no\/\" class=\"simplifai-post-intro__category\">Artificial Intelligence<\/a><\/li><li class=\"simplifai-post-intro__meta-term\"><a href=\"https:\/\/simplifai.dev07.dekodes.no\/wp\/blog\/category\/blog-2\/\" class=\"simplifai-post-intro__category\">Blog<\/a><\/li><li class=\"simplifai-post-intro__meta-term\"><a href=\"https:\/\/simplifai.dev07.dekodes.no\/wp\/blog\/category\/digital-medarbeider\/\" class=\"simplifai-post-intro__category\">Digital Medarbeider<\/a><\/li><li class=\"simplifai-post-intro__meta-term\"><a href=\"https:\/\/simplifai.dev07.dekodes.no\/wp\/blog\/category\/kunstig-intelligens-teknologi\/\" class=\"simplifai-post-intro__category\">Kunstig intelligens &amp; teknologi<\/a><\/li>\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t<h1 class=\"alignwide wp-block-post-title\">The Future of Artificial Intelligence Rests on the Shoulders of Innovation in Natural Language Processing<\/h1><div class=\"wp-block-post-excerpt\"><p class=\"wp-block-post-excerpt__excerpt\">The world of technology stands on a crucial precipice of change \u2013 a paradigm shift occurring through Artificial Intelligence applications in myriad fields. This begs asking a prime question that has been on the minds of several innovators in the tech industry: can a machine one day behave exactly like a human? And if this&#8230; <\/p><\/div><div class=\"simplifai-byline alignwide wp-block-simplifai-byline\">\n\t\t\t\t<div class=\"simplifai-byline__inner\">\n\t\t\t\t\t<p class=\"simplifai-byline__text\">\n\t\t\t\t\t\t <span class=\"words_by\">Words by<\/span> Emilie Borgersrud\n\t\t\t\t\t<\/p>\n\t\t\t\t\t<div class=\"simplifai-byline__share\">\n\t\t\t\t\t\t<a href=\"https:\/\/twitter.com\/intent\/tweet?url=https:\/\/simplifai.dev07.dekodes.no\/wp\/blog\/2021\/06\/08\/the-future-of-artificial-intelligence-rests-on-the-shoulders-of-innovation-in-natural-language-processing\/\" class=\"simplifai-byline__share-btn twitter\" onclick=\"window.open(this.href, &#039;_blank&#039;, &#039;width=550,height=450,toolbar=no,location=no,resizable=yes,scrollbars=yes&#039;);return false;\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 16 16\" height=\"16\" width=\"16\" class=\"t2-icon simplifai-byline__share-icon\" aria-hidden=\"true\" focusable=\"false\"><path fill=\"none\" d=\"M8.00009 5.50017C8.00009 4.12517 9.15634 2.98142 10.5313 3.00017C11.0129 3.00573 11.4826 3.15024 11.8839 3.41634C12.2853 3.68244 12.6013 4.05879 12.7938 4.50017H15.0001L12.9813 6.51892C12.8511 8.54677 11.9534 10.4489 10.4708 11.8386C8.98828 13.2283 7.03213 14.0012 5.00009 14.0002C3.00009 14.0002 2.50009 13.2502 2.50009 13.2502C2.50009 13.2502 4.50009 12.5002 5.50009 11.0002C5.50009 11.0002 1.50009 9.00017 2.50009 3.50017C2.50009 3.50017 5.00009 6.00017 8.00009 6.50017V5.50017Z\" stroke=\"#1C0E38\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/><\/svg><\/a><a href=\"https:\/\/www.facebook.com\/sharer\/sharer.php?u=https:\/\/simplifai.dev07.dekodes.no\/wp\/blog\/2021\/06\/08\/the-future-of-artificial-intelligence-rests-on-the-shoulders-of-innovation-in-natural-language-processing\/\" class=\"simplifai-byline__share-btn facebook\" onclick=\"window.open(this.href, &#039;_blank&#039;, &#039;width=550,height=450,toolbar=no,location=no,resizable=yes,scrollbars=yes&#039;);return false;\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 16 16\" height=\"16\" width=\"16\" class=\"t2-icon simplifai-byline__share-icon\" aria-hidden=\"true\" focusable=\"false\"><path fill=\"none\" d=\"M8 14.0002C11.3137 14.0002 14 11.3139 14 8.00018C14 4.68647 11.3137 2.00018 8 2.00018C4.68629 2.00018 2 4.68647 2 8.00018C2 11.3139 4.68629 14.0002 8 14.0002Z\" stroke=\"#1C0E38\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/><path fill=\"none\" d=\"M10.5 5.5002H9.50001C9.3028 5.49937 9.10737 5.5376 8.92501 5.61269C8.74265 5.68778 8.57696 5.79824 8.43751 5.93769C8.29806 6.07715 8.1876 6.24283 8.11251 6.42519C8.03742 6.60756 7.99919 6.80298 8.00001 7.0002V14.0002\" stroke=\"#1C0E38\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/><path fill=\"none\" d=\"M6 9.00018H10\" stroke=\"#1C0E38\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/><\/svg><\/a><a href=\"https:\/\/www.linkedin.com\/shareArticle?mini=true&#038;url=https:\/\/simplifai.dev07.dekodes.no\/wp\/blog\/2021\/06\/08\/the-future-of-artificial-intelligence-rests-on-the-shoulders-of-innovation-in-natural-language-processing\/\" class=\"simplifai-byline__share-btn linkedIn\" onclick=\"window.open(this.href, &#039;_blank&#039;, &#039;width=550,height=450,toolbar=no,location=no,resizable=yes,scrollbars=yes&#039;);return false;\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 16 16\" height=\"16\" width=\"16\" class=\"t2-icon simplifai-byline__share-icon\" aria-hidden=\"true\" focusable=\"false\"><path fill=\"none\" d=\"M13.25 2.25018H2.75C2.47386 2.25018 2.25 2.47404 2.25 2.75018V13.2502C2.25 13.5263 2.47386 13.7502 2.75 13.7502H13.25C13.5261 13.7502 13.75 13.5263 13.75 13.2502V2.75018C13.75 2.47404 13.5261 2.25018 13.25 2.25018Z\" stroke=\"#1C0E38\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/><path fill=\"none\" d=\"M7.5 7.00018V11.0002\" stroke=\"#1C0E38\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/><path fill=\"none\" d=\"M5.5 7.00018V11.0002\" stroke=\"#1C0E38\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/><path fill=\"none\" d=\"M7.5 8.75018C7.5 8.28605 7.68437 7.84093 8.01256 7.51275C8.34075 7.18456 8.78587 7.00018 9.25 7.00018C9.71413 7.00018 10.1592 7.18456 10.4874 7.51275C10.8156 7.84093 11 8.28605 11 8.75018V11.0002\" stroke=\"#1C0E38\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/><path fill=\"none\" d=\"M5.5 5.75018C5.91421 5.75018 6.25 5.4144 6.25 5.00018C6.25 4.58597 5.91421 4.25018 5.5 4.25018C5.08579 4.25018 4.75 4.58597 4.75 5.00018C4.75 5.4144 5.08579 5.75018 5.5 5.75018Z\" fill=\"#1C0E38\"\/><\/svg><\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\t\t<\/div>\n\t<\/div>\n<p>[av_hr class=&#8217;invisible&#8217; icon_select=&#8217;yes&#8217; icon=&#8217;ue808&#8242; font=&#8217;entypo-fontello&#8217; position=&#8217;center&#8217; shadow=&#8217;no-shadow&#8217; height=&#8217;50&#8217; custom_border=&#8217;av-border-thin&#8217; custom_width=&#8217;50px&#8217; custom_margin_top=&#8217;30px&#8217; custom_margin_bottom=&#8217;30px&#8217; custom_border_color=&raquo; custom_icon_color=&raquo; id=&raquo; custom_class=&raquo; template_class=&raquo; av_uid=&#8217;av-39psjn&#8217; sc_version=&#8217;1.0&#8242; admin_preview_bg=&raquo;]<\/p>\n\n<p class=\"wp-block-paragraph\"><strong>The world of technology stands on a crucial precipice of change \u2013 a paradigm shift occurring through Artificial Intelligence applications in myriad fields. This begs asking a prime question that has been on the minds of several innovators in the tech industry: can a machine one day behave exactly like a human? And if this happens, could it mean achieving the pinnacle of machine learning capabilities, or is there more to this picture?<\/strong><\/p>\n\n<p class=\"wp-block-paragraph\"><span data-contrast=\"auto\">To answer these questions, we need to take a broad look at how Natural Language Processing (NLP), a branch of Artificial Intelligence, facilitates interactions between humans and machines. NLP is simply defined as an application of AI that enables machines to read, understand, and interpret human language. NLP is the bridge that mends the gap between humans and machines to facilitate interactions between one another with the help of computational linguistics.<\/span><\/p>\n\n<h3 class=\"wp-block-heading\"><b><span data-contrast=\"auto\">History of&nbsp;Natural Language Processing&nbsp;in AI<\/span><\/b><\/h3>\n\n<p class=\"wp-block-paragraph\"><span data-contrast=\"auto\">The first proto-computer machines date back to the post-World War II era. By that time, Alan Turing had written an article explaining theoretically the supposition about natural language generation and its automated interpretation. Punch cards were one of the first methods used to directly communicate with the earliest computers and understand their interpretation of data.<\/span><\/p>\n\n<p class=\"wp-block-paragraph\"><span data-contrast=\"auto\">As technologies become more complex, language processing followed in the same direction. Tech scientists began to develop more complex language algorithms and techniques. At the beginning of this century, text translators, early versions of chatbots, and voice-to-text programs were key NLP technology applications that gathered pace. In recent times, we now have smart home systems, personal assistants, speech recognition, and real-time interactions with supercomputers that have changed language processing significantly. But one prime domain remains to be tackled completely that has just seen the light of innovations, which is unstructured data.<\/span><\/p>\n\n<h3 class=\"wp-block-heading\"><b><span data-contrast=\"auto\">The Rise of Unstructured Data Changes Everything<\/span><\/b><\/h3>\n\n<p class=\"wp-block-paragraph\"><span data-contrast=\"auto\">We are all surrounded by tons and tons of data; most of it does not exist in recognizable structures. Added to this are the complexities and shortcomings associated with natural language, such as recognizing multiple dialects, grammar, slang, and ambiguity in meaning. Before looking into the future of technologies such as AI, NLP, and other robotic processing automation activities, it is prudent to accept such inadequacies that exist in handling large amounts of data.<\/span><\/p>\n\n<p class=\"wp-block-paragraph\"><span data-contrast=\"auto\">Digital workspaces are rising at a considerable pace, especially with growing consideration for remote working in post-pandemic times. Thus, data generation in different ways is expected to balloon up tremendously in this decade, calling for robust language processing capacities in machines. Achieving wholesome human-like cognition abilities in machines to fulfill the dream of complete machine automation makes it necessary to take natural language processing in AI applications to the next phase. And an area that remains less explored is the processing of unstructured data.<\/span><\/p>\n\n<p class=\"wp-block-paragraph\"><span data-contrast=\"auto\">Commercial organizations in today\u2019s digital market require performing efficient indexing and searching in unstructured textual data. This is intended to help users to find required information through minimal effort. However, a change in document structures and data formats often occurs, and these alterations might make it difficult to process natural language using AI techniques.<\/span><\/p>\n\n<h3 class=\"wp-block-heading\"><b><span data-contrast=\"auto\">Natural Language Processing&nbsp;in AI&nbsp;to Develop Better&nbsp;Business&nbsp;Solutions<\/span><\/b><\/h3>\n\n<p class=\"wp-block-paragraph\"><span data-contrast=\"auto\">Tackling this quagmire does not seem much of an issue if the right natural language processing techniques are used to break down unstructured data into specific keywords and relatable domains. In this way, despite the lack of structure in datasets, such a particular NLP engine can recognize the intention with a high level of accuracy. This is certainly a breakthrough NLP technology that has recently seen increasing support and innovation in terms of commercial usage.<\/span><\/p>\n\n<p class=\"wp-block-paragraph\"><span data-contrast=\"auto\">At Simplifai, we use this exact NLP application in their chief solution \u2013 the Digital Employee. Comprised of multiple proprietary products such as Simplifai <span style=\"text-decoration: underline\"><strong><a href=\"http:\/\/simplifai-new\/no\/chatbot\/\">Chatbot<\/a><\/strong><\/span>, <span style=\"text-decoration: underline\"><strong><a href=\"http:\/\/simplifai-new\/no\/emailbot\/\">Emailbot<\/a>,<\/strong><\/span> and <a href=\"http:\/\/simplifai-new\/no\/dokumentbot\/\"><span style=\"text-decoration: underline\"><strong>Documentbot<\/strong><\/span><\/a>, these <span style=\"text-decoration: underline\"><strong><a href=\"http:\/\/simplifai-new\/no\/digital-medarbeider\/\">Digital Employees<\/a><\/strong><\/span> use Natural Language Processing methods to recognize the intention of data derived from users. These underpin utilizing such unstructured data-resolving capability of NLP in business verticals such as insurance, <a href=\"http:\/\/simplifai-new\/no\/digitale-medarbeidere-for-bank\/\"><span style=\"text-decoration: underline\"><strong>banking<\/strong><\/span>,<\/a> <span style=\"text-decoration: underline\"><strong><a href=\"http:\/\/simplifai-new\/no\/finansielle-tjenester\/\">financial organizations<\/a><\/strong><\/span>, e-commerce, and telecom. Such is the high rate of accuracy achieved by the Digital Employees that it even has a very high chance of recognizing the sentiment of a user generating information.<\/span><\/p>\n\n<h3 class=\"wp-block-heading\"><b><span data-contrast=\"auto\">Areas in Natural Language AI Applications that Need&nbsp;Exploring<\/span><\/b><\/h3>\n\n<p class=\"wp-block-paragraph\"><span data-contrast=\"auto\">Extracting useful data from unstructured text through next-gen NLP might have taken one more step towards better mimicking human intelligence through machines. While this is certainly not the pinnacle of machine learning, as discussed before, it is indeed a strong leap towards machines thinking more independently and with more efficiency, thereby benefiting data-rich businesses. After all, if ever every machine passes the Turing test, that is when the zenith of NLP innovation could be achieved, which further might transform Artificial Intelligence into something more that is currently unknown to us.<\/span><\/p>\n\n<p class=\"wp-block-paragraph\"><b>Les mer om hva v\u00e5re Digitale Medarbeidere kan gj\u00f8re og hvordan de fungerer<\/b><\/p>\n<p>[av_button label=&#8217;Les mer om Digitale Medarbeidere&#8217; icon_select=&#8217;no&#8217; icon=&#8217;ue800&#8242; font=&#8217;entypo-fontello&#8217; link=&#8217;page,26358&#8242; link_target=&raquo; size=&#8217;large&#8217; position=&#8217;left&#8217; label_display=&raquo; title_attr=&raquo; color_options=&raquo; color=&#8217;theme-color&#8217; custom_bg=&#8217;#444444&#8242; custom_font=&#8217;#ffffff&#8217; btn_color_bg=&#8217;theme-color&#8217; btn_custom_bg=&#8217;#444444&#8242; btn_color_bg_hover=&#8217;theme-color-highlight&#8217; btn_custom_bg_hover=&#8217;#444444&#8242; btn_color_font=&#8217;theme-color&#8217; btn_custom_font=&#8217;#ffffff&#8217; id=&raquo; custom_class=&raquo; template_class=&raquo; av_uid=&#8217;av-rd8jdt&#8217; sc_version=&#8217;1.0&#8242; admin_preview_bg=&raquo;]<\/p>\n<p>[av_button label=&#8217;Check out our Digital Employees&#8217; &#8216; icon_select=&#8217;no&#8217; icon=&#8217;ue800&#8242; font=&#8217;entypo-fontello&#8217; link=&#8217;page,25546&#8242; link_target=&#8217;_blank&#8217; size=&#8217;large&#8217; position=&#8217;left&#8217; label_display=&raquo; title_attr=&raquo; color_options=&raquo; color=&#8217;theme-color&#8217; custom_bg=&#8217;#444444&#8242; custom_font=&#8217;#ffffff&#8217; btn_color_bg=&#8217;theme-color&#8217; btn_custom_bg=&#8217;#444444&#8242; btn_color_bg_hover=&#8217;theme-color-highlight&#8217; btn_custom_bg_hover=&#8217;#444444&#8242; btn_color_font=&#8217;theme-color&#8217; btn_custom_font=&#8217;#ffffff&#8217; id=&raquo; custom_class=&raquo; av_uid=&#8217;av-rqqzi2&#8242; admin_preview_bg=&raquo;]<\/p>\n\n<h3 class=\"wp-block-heading\">Les mer:<\/h3>\n\n<p class=\"wp-block-paragraph\"><strong><a href=\"http:\/\/simplifai-new\/blogg\/kunstig-intelligens-teknologi\/top-ai-applications-in-2021-that-are-reshaping-banking-in-a-post-pandemic-world\/\">Top AI Applications in 2021 That Are Reshaping Banking in a Post-Pandemic World<\/a><\/strong><\/p>\n\n<p class=\"wp-block-paragraph\"><span style=\"text-decoration: underline\"><strong><a href=\"http:\/\/simplifai-new\/blogg\/kunstig-intelligens-teknologi\/ai-is-just-a-great-tool\/\">AI is just a (great) tool<\/a><\/strong><\/span><\/p>\n\n<p class=\"wp-block-paragraph\"><span style=\"text-decoration: underline\"><strong><a href=\"http:\/\/simplifai-new\/nyheter\/na-reduserer-vi-tiden-det-trengs-for-a-trene-vare-digitale-ansatte-med-opptil-70\/\">N\u00e5 reduserer vi tiden det trengs for \u00e5 trene v\u00e5re digitale ansatte med opptil 70%<\/a><\/strong><\/span><\/p>\n\n<p class=\"wp-block-paragraph\"><span style=\"text-decoration: underline\"><strong><a href=\"http:\/\/simplifai-new\/nyheter\/partnere\/simplifai-entrer-netthandelsmarkedet-med-brandsdal-group\/\">Simplifai entrer netthandelsmarkedet med Brandsdal Group<\/a><\/strong><\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>The world of technology stands on a crucial precipice of change \u2013 a paradigm shift occurring through Artificial Intelligence applications in myriad fields. This begs asking a prime question that has been on the minds of several innovators in the tech industry: can a machine one day behave exactly like a human? And if this&#8230;<\/p>\n","protected":false},"author":6,"featured_media":19994,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"content-type":"","event_date":""},"categories":[65,61,18,24],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v20.13 (Yoast SEO v20.13) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>The Future of Artificial Intelligence Rests on the Shoulders of Innovation in Natural Language Processing - Simplifai<\/title>\n<meta name=\"robots\" content=\"noindex, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<meta property=\"og:locale\" content=\"nb_NO\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"The Future of Artificial Intelligence Rests on the Shoulders of Innovation in Natural Language Processing\" \/>\n<meta property=\"og:description\" content=\"The world of technology stands on a crucial precipice of change \u2013 a paradigm shift occurring through Artificial Intelligence applications in myriad fields. This begs asking a prime question that has been on the minds of several innovators in the tech industry: can a machine one day behave exactly like a human? 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