Artificial intelligence

Challenges in NLP: NLP Explained More generally, the use of word clusters as features for machine learning has been proven robust for a number of languages across families [81]. Language data is by nature symbol data, which is different from vector data (real-valued vectors) that deep learning normally utilizes. Currently, symbol data in language are […]

How to Build a Chatbot: Components & Architecture in 2024 Here’s a set of tips and best practices for designers who are interested in crafting superior chatbot experiences. We have built lots of useful WhatsApp chatbots that get used every day by our 3,500+ employees and visitors to our offices. At Infobip we love to

Making Sense of Language: An Introduction to Semantic Analysis In addition to polysemous words, punctuation also plays a major role in semantic analysis. The most common metric used for measuring performance and accuracy in AI/NLP models is precision and recall. Precision measures the fraction of true positives that were correctly identified by the model, while

Difference between a bot, a chatbot, a NLP chatbot and all the rest? With NLP, your chatbot will be able to streamline more tailored, unique responses, interpret and answer new questions or commands, and improve the customer’s experience according to their needs. In fact, if used in an inappropriate context, natural language processing chatbot can

Why Is AI Image Recognition Important and How Does it Work? Often referred to as “image classification” or “image labeling”, this core task is a foundational component in solving many computer vision-based machine learning problems. Image recognition enhances e-commerce with visual search, aids finance with identity verification at ATMs and banks, and supports autonomous driving

Chatbots vs conversational AI: Whats the difference? The feature allows users to engage in a back-and-forth conversation in a voice chat while still keeping the text as an option. Chatbots and voice assistants are both examples of conversational AI applications, but they differ in terms of user interface. The purpose of conversational AI is to

AI Chatbots & Tools For Travel Professionals While it’s your duty to assist them, the repetitive and time-consuming tasks can be overwhelming. This innovative approach led to significant improvements in commuter satisfaction, handling over 15 million messages and processing thousands of travel card recharges. For example, not all visitors know about the hidden gems (and