Generative Pre-Trained Transformer

Definition

Information extraction focuses on identifying structured data within unstructured sources like text documents; it's essential for converting raw data into useful insights through methods like entity recognition or summarization techniques.

When Generative Pre-Trained Transformer is used

Text mining

Which positions need this?

Data Scientists

Problem

Overwhelming amounts of unstructured data make insights difficult to obtain.

Example of how Generative Pre-Trained Transformer is used in AI

A news aggregator uses extraction techniques to pull relevant headlines from articles across multiple sources into a single feed for readers based on their interests.