How to automate entity extraction from PDF using LLMs

Leveraging zero-shot labeling

Walid Amamou
Towards Data Science
5 min readJun 15, 2023

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Photo by Google DeepMind on Unsplash

The need for high-quality labeled data cannot be overstated in modern machine learning applications. From improving our models’ performance to ensuring fairness, the power of labeled data is immense. Unfortunately, the time and effort required to create such datasets are equally significant. But what if we could reduce the…

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