Automate Image & PDF document annotation using GPT for LayoutLM or LiLT Models|UBIAI| Karndeep Singh
The video discusses the practical application of few-shot learning in data labelling, known as few-shot labelling. The video introduces UBIAI's few-shot labelling capability, which integrates OpenAI's GPT-3 Davinci model with its annotation tool to support the LayoutLM, and LiLT model data preparation using annotation. It provides examples of how the GPT model accurately predicts most entities and annotating it over the images and PDFs with just a few in-context examples, making it a potent tool for various domains.
Few-shot learning is revolutionizing the document labelling process and augmenting the capabilities of human labellers.
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#annotations #documentai #layoutlm #lilt #ubiai #gpt3 #fewshotlearning #ubiai #auto#labeling