Session

Generative AI with PDF: Hype but still remain challenging

In the rapidly evolving landscape of Artificial Intelligence, two prominent approaches have emerged for extracting valuable information from documents: ChatGPT, a cutting-edge generative language model, and Document Visual Question Answering (DocVQA), a traditional method in Document AI. This engaging session aims to explore and compare the efficacy of these two approaches, delving into the exciting world of Generative AI and its potential impact on Document AI applications. As attendees, understanding the implications and distinctions between Generative AI and traditional approaches in Document AI is crucial in staying at the forefront of technological advancements. ChatGPT or Llma 2 or Alpaca, powered by state-of-the-art Generative AI, has gained immense popularity for its ability to understand and generate human-like text. On the other hand, DocVQA, an established technique, offers specific advantages in visual question answering for documents.

This session will provide attendees with valuable insights into the strengths and limitations of both methodologies, enabling them to make informed decisions while implementing AI solutions in their respective domains. They will gain a comprehensive understanding of the potential impact of Generative AI on Document AI, including its accuracy, efficiency, and adaptability compared to traditional methods. Moreover, attendees will have the opportunity to explore real-world use cases, witnessing firsthand the advancements and breakthroughs that Generative AI has brought to Document AI applications.

Huy Vo

Data Science and Analytic Manager

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