Machine Learning Meets Discourse: Algorithms, Performance, and Interpretation

By Dennis Tay

Tay explores the Performance-Interpretability Trade-off (PIT) as a critical tension in AI and machine learning, and shows its distinctive form in discourse analysis where predictive success and interpretive meaning are inseparable.This book reframes PIT as a site of conceptual negotiation and theoretical innovation.

• Format: Hardcover
• Language: English
• ISBN: 1041250495
• ISBN13: 9781041250494
• Release Date: October 2026
• Publisher: Routledge
• Length: 160 Pages
• Weight: 0.92 lbs.
• Dimensions: 0.4" x 6.1" x 9.2"