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Day 2 - June 08

12:15 PM PDT
3:15 PM EDT

Leveraging Data-centric AI for Document Intelligence and PDF Extraction

Ashwini Ramamoorthy

Ashwini Ramamoorthy

ML Engineer
Snorkel AI

Extracting entities from semi-structured documents is often a challenging task, requiring complex and time-consuming manual processes. In this session, we will explore how data-centric AI can be leveraged to simplify and streamline this process. We will start by discussing the challenges associated with extracting from PDFs and other semi-structured documents. We will explore how they can be overcome using Snorkel’s data-centric approach. Finally, we will dive into how foundation models can be utilized to further accelerate development of these extraction models.


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