Location: PHILADELPHIA, PENNSYLVANIA, USA
Date: 3 March 2025, 9AM to 6PM
The rapid expansion of scientific publications and visually rich document collections poses unique challenges for researchers and practitioners across various fields. Staying up-to-date with the latest findings and identifying emerging challenges is increasingly difficult, making the development of advanced technologies to streamline document understanding essential. The Workshop on Document Understanding and Intelligence: From Textual Content to Visually-Rich Structure (W25) aims to provide a unique forum for researchers to exchange ideas and explore cutting-edge methodologies and resources that enable a comprehensive understanding of scholarly and visually structured documents. This workshop unites the research community from diverse disciplines to discuss state-of-the-art technologies and their impact on diverse fields, from scientific research to business, law, and medicine.
The morning session will focus on scientific document processing, information extraction, question answering, summarisation, and domain-specific applications of large language models (LLMs) and generative AI systems. The afternoon session will explore Visually-Rich Document (VRD intelligence and understanding), with topics covering document structure comprehension, layout parsing, and semantic extraction from complex reports and forms. Through engaging research presentations, invited talks, and a panel discussion, this workshop aims to bridge the gap between textual and visual document processing, fostering interdisciplinary collaborations.
December 4, 2024: Workshop Submission Deadline
December 14, 2024: Notifications Sent to Authors
December 19, 2024: Early Registration Deadline
March 3-4, 2025: AAAI-25 Workshop Program