Chatbots News

A Natural Language Processing and Semantic-Based System for Contract Analysis IEEE Conference Publication

This step is termed ‘lexical semantics‘ and refers to fetching the dictionary definition for the words in the text. Each element is designated a grammatical role, and the whole structure is processed to cut down on any confusion caused by ambiguous words having multiple meanings. It’s also possible to use natural language processing to create […]

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Chatbots News

What Is Conversational AI? Definition and Examples

Virtual assistants can have a chat-based interface and can also function without these interfaces, by using voice commands. For instance, while you could ask a chatbot like ChatGPT to add you to a sales distribution list, it doesn’t have the knowledge or ability to understand and act on your request. Not all chatbots use conversational […]

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Chatbots News

What is natural language understanding NLU?

NLU algorithms are also used in applications such as text analysis, sentiment analysis, and text summarization. Natural language understanding (NLU) is a branch of artificial intelligence (AI) that enables machines to interpret and understand human language. NLU algorithms are based on a combination of natural language processing (NLP) and machine learning (ML) techniques. NLP techniques […]

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Chatbots News

14 Best Chatbot Datasets for Machine Learning

We are deploying LangChain, GPT Index, and other powerful libraries to train the AI chatbot using OpenAI’s Large Language Model (LLM). So on that note, let’s check out how to train and create an AI Chatbot using your own dataset. First, using ChatGPT to generate training data allows for the creation of a large and […]

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Chatbots News

The key differences between Chatbots and Conversational AI

For now, conversational AI will keep getting better at what it’s already doing. More human-like interactions, better problem-solving, and more in-depth analysis. You’ll save on costs since you won’t have to hire more agents, and the agents you have won’t be overworked. Implementing Conversational AI into your customer service process obviously has great advantages. What […]

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Chatbots News

What Are the Best Machine Learning Algorithms for NLP?

In this paper, we explore the landscape of transfer learning techniques for NLP by introducing a unified framework that converts every language problem into a text-to-text format. Our systematic study compares pre-training objectives, architectures, unlabeled datasets, transfer approaches, and other factors on dozens of language understanding tasks. By combining the insights from our exploration with […]

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