Evaluating Large Language Models for Health-Related Text Classification Tasks with Public Social Media Data

no code implementations • 27 Mar 2024 • Yuting Guo, Anthony Ovadje, Mohammed Ali Al-Garadi, Abeed Sarker

We developed three approaches for leveraging LLMs for text classification: employing LLMs as zero-shot classifiers, us-ing LLMs as annotators to annotate training data for supervised classifiers, and utilizing LLMs with few-shot examples for augmentation of manually annotated data.

Data Augmentation text-classification +1