{"id":3730,"date":"2023-05-18T09:24:33","date_gmt":"2023-05-18T09:24:33","guid":{"rendered":"https:\/\/indicativeventures.com\/test\/?p=3730"},"modified":"2023-09-22T17:30:17","modified_gmt":"2023-09-22T17:30:17","slug":"make-a-bot-compare-top-nlp-engines-for-chatbot","status":"publish","type":"post","link":"https:\/\/indicativeventures.com\/test\/2023\/05\/18\/make-a-bot-compare-top-nlp-engines-for-chatbot\/","title":{"rendered":"Make a Bot: Compare Top NLP Engines for Chatbot Creators"},"content":{"rendered":"<p><h1>ChatGPT: The Next Generation of Chatbot Technology \u00bb by Usama Sarwar<\/h1>\n<\/p>\n<p><img decoding=\"async\" class='wp-post-image' style='display: block;margin-left:auto;margin-right:auto;' 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\" width=\"301px\" alt=\"natural language processing for chatbot\"\/><\/p>\n<p><p>Another benefit of augmented intelligence is that it is remarkably easy to implement. Brands can launch augmented intelligence in minutes by deploying intent libraries with thousands of visitor sentences tailored to their industries. Once augmented intelligence is up and running, the bot can continuously learn from interaction and receive real-world guidance and coaching to extend its relevance further. Also, conversational bots can understand misspellings, so if the visitor typed &#8220;check my odrer,&#8221; the bot could realize the visitor was asking about an order.<\/p>\n<\/p>\n<p><img decoding=\"async\" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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\" width=\"300px\" alt=\"natural language processing for chatbot\"\/><\/p>\n<p><p>To prevent PR disasters, the user prompts are filtered to prevent offensive comments being fed to the chatbot. Using our latest AI technologies,  Chatbot can help increase sales by offering personalised product recommendations based on customer preferences. Whether it\u2019s by asking a series of qualifying questions or pulling in data you already have, you can build solid relationships that deliver <a href=\"https:\/\/www.metadialog.com\/blog\/nlp-for-building-a-chatbot\/\">natural language processing for chatbot<\/a> higher customer lifetime value. Engage Hub\u2019s Chatbot works seamlessly across all of your communication channels, including SMS, voice, email, WhatsApp, Web Chat, Facebook Messenger, RCS and more. Our cross-channel Chatbot can recognise your customers\u2019 past interactions and queries as they move between touchpoints to guarantee a connected and consistent experience across these channels.<\/p>\n<\/p>\n<p><h2>Conversational AI &#038; Data Protection: what should companies pay attention to?<\/h2>\n<\/p>\n<p><p>A reputable AI chatbot software provider will be able to provide a cost estimate based on your business needs and level of customization. Some AI chatbot software providers charge a one-time fee for their solution while others charge a monthly fee based on the number of customers using the chatbot. Businesses that want to implement an AI chatbot software solution should carefully consider their budget and select a solution that is within their price range.<\/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>This process involves breaking down human language into smaller components (such as words, sentences, and even punctuation), and then using algorithms and statistical models to analyze and derive meaning from them. Just as a language translator understands the nuances and complexities of different languages, NLP models can analyze and interpret human language, translating it into a format that computers can understand. The goal of NLP is to bridge the communication gap between humans and machines, allowing us to interact with technology in a more natural and intuitive way.<\/p>\n<\/p>\n<p><h2>What Is Natural Language Understanding (NLU)?<\/h2>\n<\/p>\n<p><p>Similarly, Smooch connects your business apps into an automated chatbot which supports receiving payments through Stripe within the conversation. Firstly creating a rule based chatbot is quicker and simpler than an AI, Machine Learning chatbot. This is because a rule based chatbots give answers to your client\u2019s questions from a set of predefined rules you create from known scenarios. For example <a href=\"https:\/\/www.metadialog.com\/\">https:\/\/www.metadialog.com\/<\/a> a chatbot will present your firms service options, the client then select which they want. Natural language processing in a chat interface allows chatbots and digital assistants to answer questions using natural human language and communicate with clients. Popular digital assistants like Alexa and Siri are great examples of how natural language processing is used in everyday life.<\/p>\n<\/p>\n<div style='border: grey dotted 1px;padding: 13px;'>\n<h3>Build a natural language processing chatbot from scratch &#8211; TechTarget<\/h3>\n<p>Build a natural language processing chatbot from scratch.<\/p>\n<p>Posted: Tue, 29 Aug 2023 07:00:00 GMT [<a href='https:\/\/news.google.com\/rss\/articles\/CBMibmh0dHBzOi8vd3d3LnRlY2h0YXJnZXQuY29tL3NlYXJjaGVudGVycHJpc2VhaS9mZWF0dXJlL0J1aWxkLWEtbmF0dXJhbC1sYW5ndWFnZS1wcm9jZXNzaW5nLWNoYXRib3QtZnJvbS1zY3JhdGNo0gEA?oc=5' rel=\"nofollow\">source<\/a>]<\/p>\n<\/div>\n<p><p>This enables businesses to provide better customer service and increases customer satisfaction. By September 2017 there were 100,000 chatbots operating on the Facebook messenger platform where they can answer customer service queries. This is usually done by the user being prompted to asks set questions and the chatbot then guiding the user through pre-set answers that help to resolve their query.<\/p>\n<\/p>\n<p><p>Customer help chatbots are AI-powered conversational agents designed to handle client inquiries, provide support, and perform other related tasks. These chatbots can interact with buyers through text or voice, using natural language processing (NLP) and machine learning algorithms to understand queries and generate responses. This is the other side to the question of how much coding experience you need to build your chatbot.<\/p>\n<\/p>\n<p><img decoding=\"async\" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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\" width=\"306px\" alt=\"natural language processing for chatbot\"\/><\/p>\n<p><p>NLP chatbots can provide account statuses by recognizing customer intent to instantly provide the information bank clients are looking for. Using chatbots for this improves time to first resolution and first contact resolution, resulting in higher customer satisfaction and contact center productivity. It decodes and understands customer messages, discerns intent, generates suitable responses, continually refines its performance, and gauges sentiment to optimize interactions.<\/p>\n<\/p>\n<p><p>Many companies sell their products and services across countries, where the customers will provide feedback in a different language. Machine translation can translate this conversation into the company\u2019s main language, so that they are less reliant on foreign language speaking employees or translation services in serving these customers. As the conversation unfolds, Lisa provides detailed information about the capabilities of AI chatbots, and how they can be customized to meet the specific needs of a Chiropractor&#8217;s practice. With its ability to understand natural language, Lisa is able to provide a smooth and natural conversation flow that feels almost like talking to a human customer service representative. Rule based chatbots can\u2019t learn on their own, they only provide answers your legal team provides from a predefined set of rules. In other words if your client asked questions outside its preset understanding they fail and need human intervention.<\/p>\n<\/p>\n<p><img decoding=\"async\" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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\" width=\"309px\" alt=\"natural language processing for chatbot\"\/><\/p>\n<p><p>Natural Language Processing is a subdivision of artificial intelligence which concerns the relationship between algorithms and written and spoken human language. It is based on a data-driven algorithm that makes inferences by identifying complex patterns in data sets [1]. This type of data training is used to process and understand language within its context [2]. Using natural language processing, computer programs can translate text, respond to spoken instructions and summarise large data volumes.<\/p>\n<\/p>\n<p><h2>Additional Services<\/h2>\n<\/p>\n<p><p>It makes it a prefect choice for those who plan to develop&nbsp;chatbots for Facebook Messenger. Because of good user interface and straightforward documentation starting a project using this platform is easy. In short, it appears&nbsp;a good option for simple B2C bots and various MVP projects. As we emerge into a new chapter, it&#8217;s time for your brand to rethink how you meet this need for personal connection&#8211;and that means revisiting your chatbot approach. Instead of looking at simplistic chatbots as a quick way to lower incoming contact volumes, you need to consider the experience you deliver to customers.<\/p>\n<\/p>\n<ul>\n<li>Key to achieving this efficient use of NLP technology are the concepts of aggregation and augmentation.<\/li>\n<li>We can train it to understand and interpret colloquial language, slang and complex phrasings, enabling customers to communicate more naturally.<\/li>\n<li>This is vital if bots and agents are to know what a customer really means, and to then respond accordingly with the right answer to them.<\/li>\n<li>Through natural language processing, it is conceivable to make an association between the approaching content from an individual and the framework produced reaction.<\/li>\n<li>Rule based chatbots guide client requests with fixed options based on what they are likely to ask, they then provide fixed responses.<\/li>\n<\/ul>\n<p><p>If it\u2019s relevant for the Slot nature, you can assign the card image to the Prompt. In other words, using  Lex web interface you can build conversational interfaces using both simple text and cards with images and buttons. Digital momentum was strong before 2020, but the global COVID-19 pandemic drove even more people to explore online shopping options. At iAdvize, we witnessed a major surge in conversations on our platform, as evidenced by an 82% increase in chat volumes related to consumer products. Sequence to sequence models are a very recent addition to the family of models used in NLP.<\/p>\n<\/p>\n<p><h2>What Features to Look For in an AI Chatbot Software?<\/h2>\n<\/p>\n<p><p>Spelling out your name in another language doesn\u2019t always work well for chatbots, which frustrates users trying to assert their identity. \u201cWhen comparing physician responses against AI generated responses the question \u201cWhich response is better? If some of the physicians answering were non-English speakers this could have influenced  the score assigned to their answers. In the same vein empathy could also be influenced by someone\u2019s language proficiency. A \u2018chatbot\u2019 is a computer program or artificial intelligence that can converse with you through text or auditory conversation. Live chat, on the other hand, involves a human at the other end of the conversation.<\/p>\n<\/p>\n<p><img decoding=\"async\" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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width=\"303px\" alt=\"natural language processing for chatbot\"\/><\/p>\n<div itemScope itemProp=\"mainEntity\" itemType=\"https:\/\/schema.org\/Question\">\n<div itemProp=\"name\">\n<h2>Does chatbot require coding?<\/h2>\n<\/div>\n<div itemScope itemProp=\"acceptedAnswer\" itemType=\"https:\/\/schema.org\/Answer\">\n<div itemProp=\"text\">\n<p>Now, no-code chatbots can be created using chatbot software. These are online SaaS platforms that enable you to go through the simplified chatbot development process using ready-made components. In some cases, you can even work on templates designed for different use cases and industries.<\/p>\n<\/div><\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>ChatGPT: The Next Generation of Chatbot Technology \u00bb by Usama Sarwar Another benefit of augmented intelligence is that it is&#8230; <span class=\"knsl-el-more\"><a href=\"https:\/\/indicativeventures.com\/test\/2023\/05\/18\/make-a-bot-compare-top-nlp-engines-for-chatbot\/\" class=\"knsl-btn\">Read more<\/a><\/span><\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[114],"tags":[],"class_list":["post-3730","post","type-post","status-publish","format-standard","hentry","category-generative-ai"],"acf":[],"jetpack_featured_media_url":"","_links":{"self":[{"href":"https:\/\/indicativeventures.com\/test\/wp-json\/wp\/v2\/posts\/3730","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/indicativeventures.com\/test\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/indicativeventures.com\/test\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/indicativeventures.com\/test\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/indicativeventures.com\/test\/wp-json\/wp\/v2\/comments?post=3730"}],"version-history":[{"count":1,"href":"https:\/\/indicativeventures.com\/test\/wp-json\/wp\/v2\/posts\/3730\/revisions"}],"predecessor-version":[{"id":3731,"href":"https:\/\/indicativeventures.com\/test\/wp-json\/wp\/v2\/posts\/3730\/revisions\/3731"}],"wp:attachment":[{"href":"https:\/\/indicativeventures.com\/test\/wp-json\/wp\/v2\/media?parent=3730"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/indicativeventures.com\/test\/wp-json\/wp\/v2\/categories?post=3730"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/indicativeventures.com\/test\/wp-json\/wp\/v2\/tags?post=3730"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}