Название: AI for Understanding Human Conversations
Автор: Yair Neuman
Издательство: CRC Press
Серия: AI for Everything
Год: 2025
Страниц: 215
Язык: английский
Формат: pdf (true), epub
Размер: 10.1 MB

AI and specifically LLMs revolutionize our lives with new technologies appearing at an unprecedented rate. These technologies can potentially change how we understand human conversations, from the dialogues of married couples to diplomatic conversations.

The current book explains how to use LLMs to analyze human conversations and how better LLMs can be developed by incorporating a deep theoretical understanding.

Drawing on case studies from Pulp Fiction to diplomatic meetings, the book provides detailed, approachable, and theoretically grounded explanations of how LLMs can help us understand conversations.

LLMs are AI technologies designed for the sophisticated processing of text sequences. They are built using Deep Learning techniques, and in particular, deep neural networks with numerous parameters. These networks have been trained on vast amounts of text data to form a powerful ‘model’ of language. Such models learn patterns, context, and nuances in language, allowing them to perform tasks ranging from intelligent search to creative writing.

The book addresses two main audiences: those interested in understanding human conversations using AI in the form of LLMs and those who develop LLMs to understand human conversations. Such audiences usually have different backgrounds and would be approached in different ways. This book is an exception in that it addresses both audiences that could benefit significantly from this book with its theoretically grounded, practical, and interdisciplinary approach.