/plushcap/analysis/gretel-ai/synthetic-text-data-quality-report

Measure the utility and quality of GPT-generated text using Gretel’s new text report

What's this blog post about?

Gretel has introduced a Synthetic Text Data Quality Report that measures semantic and structural similarity between AI-generated text and training text in 50 languages. The report includes the Text SQS, which estimates how well the generated synthetic data maintains the same semantic and structural properties as the original dataset. This score can be viewed as a utility or confidence score for drawing scientific conclusions from the synthetic dataset. The report compares Amazon product reviews with synthetic text from Gretel's GPT-x model. It provides recommendations based on the Text SQS, helping users understand its implications and how to improve it if necessary.

Company
Gretel.ai

Date published
June 28, 2023

Author(s)
Marjan Emadi & Nicole Pang

Word count
806

Hacker News points
None found.

Language
English


By Matt Makai. 2021-2024.