Whitepapers
How to improve your sentiment analysis with real-world data
Getting sentiment analysis right is tricky. People’s emotions and opinions constantly shift, often faster than AI can keep up. If your data collection is slow or lacks diversity, your results suffer … and so does your business.
Our guide to sentiment analysis shows you how leading teams use Prolific to easily gather human input that matches real-world sentiment. You'll discover practical strategies proven by top organizations, including how they accelerated AI performance and improved accuracy by involving genuinely diverse perspectives from the outset.
We cover everything you need to create better sentiment models, including how to:
- Speed up data collection without losing quality
- Get genuine diversity in your datasets
- Reduce bias by involving real people, not synthetic data
- Improve AI accuracy with practical validation strategies
Download the whitepaper and start building sentiment models people trust.
