Multilingual Artificial Intelligence

Peng Wang is an IT analyst and the chair of the Multilingual AI Track. She is the co-author of Machine Learning in Translation.Pete Smith is Professor of Modern Languages at the University of Texas Arlington, where he also serves as Chief Analytics and Data Officer.

• List of FiguresList of TablesPrefacePart One: Fundamentals of multilingual artificial intelligenceChapter 1: Multilingual AI in a mathematical theory of communicationChapter 2: Data landscape for multilingual AIChapter 3: Basic techniques to achieve artificial intelligenceChapter 4: Symbolic meaning and vector semanticsPart Two: Large Language models: theories and applicationsChapter 5: Multilingual large language models, fine-tuning, and prompt engineeringChapter 6: Multilingual and cross-lingual information retrievalChapter 7: Augmenting LLM performance with human knowledgePart Three: Culture and multicultual AIChapter 8: Multilingual AI in practiceChapter 9: Multicultural AIChapter 10: Multilingual and multicultural AI—pedagogy, proficiency, policy, and predictionsReferencesIndex