{"id":7379,"date":"2023-06-14T11:54:06","date_gmt":"2023-06-14T11:54:06","guid":{"rendered":"https:\/\/www.bendishpk.al\/en\/?p=7379"},"modified":"2023-09-23T04:21:16","modified_gmt":"2023-09-23T04:21:16","slug":"why-all-the-fuss-about-chatgpt","status":"publish","type":"post","link":"https:\/\/www.bendishpk.al\/en\/why-all-the-fuss-about-chatgpt\/","title":{"rendered":"Why all the fuss about ChatGPT?"},"content":{"rendered":"<p><h1>Natural Language Processing NLP Software Prices &#038; Reviews<\/h1>\n<\/p>\n<p><img class='wp-post-image' style='display: block;margin-left:auto;margin-right:auto;' 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\" width=\"302px\" alt=\"natural language processing chatbot\"\/><\/p>\n<p><p>The highly functional client-centric app has a simple interface that conducts daily business process audits efficiently and hassle-free. Research shows that people prefer using chatbots over communicating with humans. The development and application of artificial intelligence (AI) is advancing  at a rapid pace and will continue to play a significant role in 2024. The 10 identified AI trends offer an insight into the future of the technology and show that AI will be present in more and more areas of business and everyday life.<\/p>\n<\/p>\n<ul>\n<li>There is now an entire ecosystem of providers delivering pretrained deep learning models that are trained on different combinations of languages, datasets, and pretraining tasks.<\/li>\n<li>These conversational flow tools have similarities with the traditions of workflow, but<\/p>\n<p> have the benefit of being integrated into NLP.<\/li>\n<li>Subsequently, we used machine learning methods such as neural networks to allow the chatbot to answer the user&#8217;s questions using training data (corpus).<\/li>\n<li>Ada can even predict what a customer needs and guide them to the best solution.<\/li>\n<li>Speech recognition, also known as automatic speech recognition (ASR), is the process of using NLP to convert spoken language into text.<\/li>\n<\/ul>\n<p><p>A companion article to this research was published in established machine-learning journal Towards Data Science. For over two years, the article continues to attracts views daily, mostly through Google search. But our data shows that different problems can plague companies\u2019 marketing material.<\/p>\n<\/p>\n<p><h2>What techniques are used in Natural Language Processing?<\/h2>\n<\/p>\n<p><p>Research on NLP began shortly after the invention of digital computers in the 1950s, and NLP draws on both linguistics and AI. However, the major breakthroughs of the past few years have been powered by machine learning, which is a branch of AI that develops systems that learn and generalize from data. Natural language processing refers to computational tasks designed to manipulate human (natural) language.<\/p>\n<\/p>\n<p><img class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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\" width=\"302px\" alt=\"natural language processing chatbot\"\/><\/p>\n<p><p>However, there are also challenges, such as the difficulty in understanding and responding appropriately to natural language, and the lack of ability of Conversational AI to recognise human emotions and needs. For this project, it&#8217;s going to be an Information Provider only for a Hotel chatbot concierge. We used the Q&amp;A feature in Botpress to train the bot in Arabic to understand and respond to questions. The intention is to build an Arabic Chatbot by using the Botpress platform which supports the Arabic language.<\/p>\n<\/p>\n<p><h2>Chatbot or Not? How AI Can Help And Hinder Customer Service<\/h2>\n<\/p>\n<p><p>While you could pay for an expert to set it up, you might be able to create a chatbot that fits your needs without having to bring in outside help. There are a number of chatbot building <a href=\"https:\/\/www.metadialog.com\/blog\/nlp-for-building-a-chatbot\/\">natural language processing chatbot<\/a> platforms which support you in creating the right chatbot for your business. Investing in a chatbot for customer service is likely to provide substantial returns for businesses.<\/p>\n<\/p>\n<div itemScope itemProp=\"mainEntity\" itemType=\"https:\/\/schema.org\/Question\">\n<div itemProp=\"name\">\n<h2>Which language is better for NLP?<\/h2>\n<\/div>\n<div itemScope itemProp=\"acceptedAnswer\" itemType=\"https:\/\/schema.org\/Answer\">\n<div itemProp=\"text\">\n<p>Although languages such as Java and R are used for natural language processing, Python is favored, thanks to its numerous libraries, simple syntax, and its ability to easily integrate with other programming languages.<\/p>\n<\/div><\/div>\n<\/div>\n<p><p>The result is a next-generation chatbot that constantly learns through shopper  interactions while receiving training and guidance from human experts. Rules-based chatbots depend on the input of the teams that program questions and answers. Teams define keywords that relate to visitor queries and identify related responses.<\/p>\n<\/p>\n<p><h2>How Natural Language Processing is Improving Chatbots<\/h2>\n<\/p>\n<p><p>It can handle various topics and understand context, making interactions feel more natural and its responses well-informed. Natter customer service bots provide the ultimate in usability optimisation. Find out exactly what customers are interested in and respond with exactly the information they are looking for. Better usability leads to better conversion rates, but chatbots also provide highly valuable information about why customers don&#8217;t purchase to feedback into strategy. In contrast, conversational AI can understand and mimic human interaction and perform more complex tasks, increasing customer engagement. And it does it all while self-learning from every use case and customer interaction.<\/p>\n<\/p>\n<p><a href=\"https:\/\/www.metadialog.com\/\"><\/p>\n<figure><img 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' alt='https:\/\/www.metadialog.com\/' class='aligncenter' style='display:block;margin-left:auto;margin-right:auto;' width='405px'\/><\/figure>\n<p><\/a><\/p>\n<p><p>We at Sky provide machine learning solutions to help your computers communicate with humans in different languages to improve enterprise insight in exploring, analyzing, and decision making. Our NLP development company provides accurate and better value data with an intelligent system capable of performing sentimental analysis, intent recognition, text summarization, etc. Natural Language Processing (NLP)In contrast to machine learning, <a href=\"https:\/\/www.metadialog.com\/\">https:\/\/www.metadialog.com\/<\/a> Natural Language Processing (NLP) adopt a deterministic approach. This means you always get the same output from a given start point \u2013 so you will always receive the same answer based on an understanding of the customer\u2019s request. As the name suggests it is based on the study of language (linguistics), applying artificial intelligence to understand inputs (such as an email) and then providing the best possible answer.<\/p>\n<\/p>\n<p><p>Botsify makes it easy for non-programmers who want to avoid coding by offering a drag and drop interface for chatbot building. In most cases, it improves performance by enhancing communication between businesses and customers, streamlining key workflow processes or expanding the customer support available. It&#8217;s a solution that combines the machine learning and NLP used by conversational bots with the human input of rules-based bots.<\/p>\n<\/p>\n<p><p>While universities have plagiarism software in place, if ChatGPT is providing unique and originally presented content, then it is likely that the detection software will not flag it up. It has been reported that academics have used the chatbot to generate exam answers that would gain good marks on degree level courses. The <a href=\"https:\/\/www.metadialog.com\/blog\/nlp-for-building-a-chatbot\/\">natural language processing chatbot<\/a> Atlantic have wondered about the impact the chatbot will have on college application essays. They aren\u2019t perfect, but they are getting far better at understanding and giving appropriate responses to our requests. These chatbots are accessed via voice command but others can be accessed through text and written interaction.<\/p>\n<\/p>\n<p><h2>What is Natural Language Processing (NLP)?<\/h2>\n<\/p>\n<p><p>Our NLP solutions find expressed emotions and opinions in a text, survey, review, or document to present it on a 3-point scale to check the polarity of your text. The Bot Improvement tab helps you to monitor and develop your chatbot by managing negative comments from users. This language service unifies Text Analytics, QnA Maker, and LUIS and provides several new features. In this post, we wanted to take a look at the challenges, and available tools and create a brief proof-of-concept chatbot using one of these tools. In my final post I&nbsp;complete my round-up of key terms and explain in more detail how AI can be applied to customer experience. Clearly, in the first case there is a potential product issue that needs fixing, whereas in the second it demonstrates that the boiler is doing its job properly.<\/p>\n<\/p>\n<p><p>AI, Machine Learning chatbots engage in end to end client requests and provide services without human interaction with multiple consecutive conversations 24 hours a day. NLU is a powerful technology that enables organisations to incorporate natural language capabilities into self-serve channels, provide agents with performance-enhancing support and improve data analysis capabilities. NLU algorithms can analyse customer data and previous interactions to understand customer preferences, purchase history and behavioural patterns. This information enables businesses to tailor their responses and recommendations to each customer, providing a more personalised and engaging experience. Sky Potential believes in using technology that extracts information from unstructured data to improve the overall working for your business.<\/p>\n<\/p>\n<p><h2>Engage in Human-like Conversations<\/h2>\n<\/p>\n<p><p>Directing the visitor to account login and offering account recovery isn&#8217;t going to solve the problem. The visitor most likely needs human input and will grow upset if the bot only provides a limited set of options without the opportunity to connect with a live representative. If the visitor indicates he or she is checking on an order, the bot will most likely offer a login link or ask if the visitor needs a user ID or password reminder. If the user has forgotten the account password, the bot may provide an opportunity to recover the password by text or email.<\/p>\n<\/p>\n<p><p>Skype Developer Program, in turn, gives the opportunity to build apps for Skype. LUIS.ai is Microsoft Language Understanding Intelligent Service that was introduced by Microsoft in 2016. Besides LUIS NLP engine, tech giant offers Microsoft Bot Framework and Skype Developer Platform. It allows you to build the Agent that understands text and voice without additional efforts.<\/p>\n<\/p>\n<p><img class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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\" width=\"307px\" alt=\"natural language processing chatbot\"\/><\/p>\n<p><p>Prior to this report, AI or machine learning in financial services were already hot topics, but NLP in financial services had yet to emerge as a theme. Billie can understand customer questions, provide product information, offer recommendations, and even help design whole interior spaces without the need of human intervention. Human-to-human messaging through mobile apps is a kind of \u2018live chat\u2019 which may or may not carry the same expectation of an immediate \u2018live\u2019 response. For instance, if you sent Starbucks a message through Facebook Messenger asking when their pumpkin spice lattes will come out, you might not necessarily expect an immediate reply.<\/p>\n<\/p>\n<p><img class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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\" width=\"304px\" alt=\"natural language processing chatbot\"\/><\/p>\n<p><p>Recently, artificial intelligence (AI) chatbots have become increasingly prominent. AI-powered chatbots can automate conversations, provide instant support, personalize user experiences, and offer entertainment. AI chatbots are helpful for customer support because they offer quick and accurate responses to customer queries, operate 24\/7, reduce response times and waiting periods, and improve customer satisfaction.<\/p>\n<\/p>\n<div style='border: grey dashed 1px;padding: 14px;'>\n<h3>From AI Chatbots to Click-Worthy Headlines  by Troy Dunshuni &#8230; &#8211; Medium<\/h3>\n<p>From AI Chatbots to Click-Worthy Headlines  by Troy Dunshuni &#8230;.<\/p>\n<p>Posted: Sun, 17 Sep 2023 14:23:55 GMT [<a href='https:\/\/news.google.com\/rss\/articles\/CBMiXWh0dHBzOi8vbWVkaXVtLmNvbS9AdHJveS5kdW5zaHVuaTkzNTcvZnJvbS1haS1jaGF0Ym90cy10by1jbGljay13b3J0aHktaGVhZGxpbmVzLTIwMjRkN2FkNWNiNtIBAA?oc=5' rel=\"nofollow\">source<\/a>]\n<\/div>\n<p><p>Our NLP development strategy is a machine learning strategy that enables you to utilize its techniques for a tech-savvy approach. This means that chatbots allow companies to respond to customers or users to reach out to them anytime and receive some help. Conversational AI is based on Natural Language Processing (NLP) and thus also on Machine Learning (ML). These basic technical components of Conversational AI enable natural language processing, -understanding and -generation. Conversational AI refers to technologies such as chatbots or virtual agents that interact with users in natural language. However, there are still challenges in creating and maintaining Arabic chatbots.<\/p>\n<\/p>\n<p><img class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' src=\"https:\/\/www.metadialog.com\/wp-content\/uploads\/2023\/07\/the-result-of-integration-2-1.webp\" width=\"300px\" alt=\"natural language processing chatbot\"\/><\/p>\n<div itemScope itemProp=\"mainEntity\" itemType=\"https:\/\/schema.org\/Question\">\n<div itemProp=\"name\">\n<h2>What are the 5 steps in NLP?<\/h2>\n<\/div>\n<div itemScope itemProp=\"acceptedAnswer\" itemType=\"https:\/\/schema.org\/Answer\">\n<div itemProp=\"text\">\n<ul>\n<li>Lexical Analysis and Morphological. The first phase of NLP is the Lexical Analysis.<\/li>\n<li>Syntactic Analysis (Parsing)<\/li>\n<li>Semantic Analysis.<\/li>\n<li>Discourse Integration.<\/li>\n<li>Pragmatic Analysis.<\/li>\n<\/ul>\n<\/div><\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Natural Language Processing NLP Software Prices &#038; Reviews The highly functional client-centric app has a simple interface that conducts daily business process audits efficiently and hassle-free. Research shows that people prefer using chatbots over communicating with humans. The development and application of artificial intelligence (AI) is advancing at a rapid pace and will continue to&#8230;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[192],"tags":[],"_links":{"self":[{"href":"https:\/\/www.bendishpk.al\/en\/wp-json\/wp\/v2\/posts\/7379"}],"collection":[{"href":"https:\/\/www.bendishpk.al\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.bendishpk.al\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.bendishpk.al\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.bendishpk.al\/en\/wp-json\/wp\/v2\/comments?post=7379"}],"version-history":[{"count":1,"href":"https:\/\/www.bendishpk.al\/en\/wp-json\/wp\/v2\/posts\/7379\/revisions"}],"predecessor-version":[{"id":7380,"href":"https:\/\/www.bendishpk.al\/en\/wp-json\/wp\/v2\/posts\/7379\/revisions\/7380"}],"wp:attachment":[{"href":"https:\/\/www.bendishpk.al\/en\/wp-json\/wp\/v2\/media?parent=7379"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.bendishpk.al\/en\/wp-json\/wp\/v2\/categories?post=7379"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.bendishpk.al\/en\/wp-json\/wp\/v2\/tags?post=7379"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}