Contrasting Generative and Predictive Tasks in Natural Language Processing

The chapter explores the differences between generative and predictive text tasks in natural language processing, emphasizing the importance of structured data extraction. Examples of chatbots and translation illustrate generative tasks, while predictive tasks such as information extraction and text classification are prevalent in industry applications. The discussion delves into complexities, dependencies, and project examples like NLP consulting in news and financial document analysis.