{"id":2684,"date":"2023-09-06T12:28:29","date_gmt":"2023-09-06T07:28:29","guid":{"rendered":"http:\/\/solutionspk.com.pk\/estore\/?p=2684"},"modified":"2023-12-23T23:33:23","modified_gmt":"2023-12-23T18:33:23","slug":"how-good-is-your-chatbot-an-introduction-to","status":"publish","type":"post","link":"https:\/\/solutionspk.com.pk\/estore\/how-good-is-your-chatbot-an-introduction-to\/","title":{"rendered":"How Good is Your Chatbot? An Introduction to Perplexity in NLP"},"content":{"rendered":"<h1>Sample Datasets For Chatbots Healthcare Conversations AI<\/h1>\n<p><img decoding=\"async\" class='wp-post-image' style='margin-left:auto;margin-right:auto' src=\"https:\/\/www.metadialog.com\/wp-content\/uploads\/2022\/06\/logo.webp\" width=\"301px\" alt=\"chatbot dataset\" \/><\/p>\n<p>Looking for a chatbot that can answer your customers&#8217; questions quickly, accurately, and informatively? I can create a custom document chatbot that is tailored to your business needs and customer base. In machine learning terms, these sentences are a language with a vocabulary size of 6 (because there are a total of 6 unique words).<\/p>\n<p>The amount of data essential to train a chatbot can vary based on the complexity, NLP capabilities, and data diversity. If your chatbot is more complex and domain-specific, it might require a large amount of training data from various sources, user scenarios, and demographics to enhance the chatbot\u2019s performance. Generally, a few thousand queries might suffice for a simple chatbot while one might need tens of thousands of queries to train and build a complex chatbot.<\/p>\n<h2>Personalized Healthcare Chatbot: Dataset and\u00a0Prototype System<\/h2>\n<p>Each sample  includes two model names, their full conversation text, the user vote, the anonymized user ID, the detected language tag, the OpenAI moderation API tag, the additional toxic tag, and the timestamp. For example, customers now want their chatbot to be more human-like and have a character. Also, sometimes some terminologies become obsolete over time or become offensive.<\/p>\n<p><img decoding=\"async\" class='aligncenter' style='margin-left:auto;margin-right:auto' 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\" width=\"307px\" alt=\"chatbot dataset\" \/><\/p>\n<p>The chatbot medium of engagement  is still a new innovation that has yet to be fully adopted and explored by the masses. As I analyzed the data that came back in the conversation log, the evidence was overwhelming. Besides offering flexible pricing, we can tailor our services to suit your budget and training data requirements with our pay-as-you-go pricing model.<\/p>\n<h2>What is the timeline for creating AI chatbot?<\/h2>\n<p>They serve as an excellent vector representation input into our neural network. It was only after three months that we decided <a href=\"https:\/\/www.metadialog.com\/blog\/chatbot-datasets-in-ml\/\">to implement what<\/a> we called a chit chat, which is basically another way to say small talk. This helped tremendously with our adoption and our ability to decreased our missed intent metric. Students and parents seeking information about payments or registration can benefit from a chatbot on your website.<\/p>\n<p>When working with Q&amp;A types of  the question into part of the answer to create a comprehensive statement. Evaluate each case individually to determine if data transformation would improve the accuracy of your responses. In cases where your data includes Frequently Asked Questions (FAQs) or other Question &amp; Answer formats, we recommend retaining only the answers.<\/p>\n<h2>Predictive Modeling w\/ Python<\/h2>\n<p>The model requires significant computational resources to run, making it challenging to deploy in real-world applications. GPT-3 has also been criticized for its lack of common sense knowledge and susceptibility to producing biased or misleading responses. On Valentine\u2019s Day 2019, GPT-2 was launched with the slogan \u201ctoo dangerous to release.\u201d It was trained with Reddit articles with over 3 likes (40GB). By clicking \u201cPost Your Answer\u201d, you agree to our terms of service and acknowledge that you have read and understand our privacy policy and code of conduct. Everything you need to know about speech analytics &#8211; how it works, key capabilities like sentiment analysis, and high-value applications across sales, service, and innovation.<\/p>\n<p>Read more about <a href=\"https:\/\/www.metadialog.com\/\">https:\/\/www.metadialog.com\/<\/a> here.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Sample Datasets For Chatbots Healthcare Conversations AI Looking for a chatbot that can answer your customers&#8217; questions quickly, accurately, and&hellip;<\/p>\n","protected":false},"author":9,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[197],"tags":[],"class_list":["post-2684","post","type-post","status-publish","format-standard","hentry","category-ai-news"],"_links":{"self":[{"href":"https:\/\/solutionspk.com.pk\/estore\/wp-json\/wp\/v2\/posts\/2684","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/solutionspk.com.pk\/estore\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/solutionspk.com.pk\/estore\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/solutionspk.com.pk\/estore\/wp-json\/wp\/v2\/users\/9"}],"replies":[{"embeddable":true,"href":"https:\/\/solutionspk.com.pk\/estore\/wp-json\/wp\/v2\/comments?post=2684"}],"version-history":[{"count":1,"href":"https:\/\/solutionspk.com.pk\/estore\/wp-json\/wp\/v2\/posts\/2684\/revisions"}],"predecessor-version":[{"id":2685,"href":"https:\/\/solutionspk.com.pk\/estore\/wp-json\/wp\/v2\/posts\/2684\/revisions\/2685"}],"wp:attachment":[{"href":"https:\/\/solutionspk.com.pk\/estore\/wp-json\/wp\/v2\/media?parent=2684"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/solutionspk.com.pk\/estore\/wp-json\/wp\/v2\/categories?post=2684"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/solutionspk.com.pk\/estore\/wp-json\/wp\/v2\/tags?post=2684"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}