AI for Understanding Human Conversations

1. Auflage 2025
ISBN: 978-1-032-96876-6
Verlag: Taylor & Francis Ltd

Buch, Englisch, 214 Seiten, Format (B × H): 199 mm x 127 mm, Gewicht: 236 g

Reihe: AI for Everything

Artificial intelligence (AI) and specifically large language models (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.

This 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.

Zielgruppe

Postgraduate and Professional Practice & Development

Autoren/Hrsg.

Neuman, Yair

Fachgebiete

• Geisteswissenschaften Sprachwissenschaft Sprachwissenschaften
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz
• Mathematik | Informatik EDV | Informatik Business Application Unternehmenssoftware
• Geisteswissenschaften Sprachwissenschaft Soziolinguistik

Inhaltsverzeichnis

1. Human Conversations and the Promise of AI, 2. AI for Analyzing Divergent Perspectives in a Conversation, 3. Framing Conversations with LLMs, 4. Teaching AI to Memorize Conversations, 5. AI for Analyzing Shifts in a Conversation, 6. Shifts in Topic and What They Can Teach Us, 7. AI for Understanding Interlocutors, 8. How AI Can Read Flirtation, Ambiguity, and Coherence, 9. Final Comments

Über Autor(innen)

Prof. Yair Neuman is the head of the Functor Lab at Ben-Gurion University of the Negev, Israel. He is the author of several books published by leading publishers and was a visiting Prof. at universities such as MIT and Oxford. He is a leading authority in using AI for psychology, social sciences, and the humanities, and DARPA has sponsored his recent research.