Key Factors for Successful NLP Solutions
Rachel Wagner-Kaiser, Tim Cerino · 2025
This chapter provides a high-level recap of the main themes and best practices covered in the book. Topics such as framing the natural language processing (NLP) task and problem, understanding data distributions and limitations, selecting appropriate datasets, choosing algorithms and approaches aligned with the NLP task, identifying the right performance metric, and ensuring buy-in with business stakeholders.