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Doug Burdick
Principal research staff member at IBM Research, focusing on making documents machine-consumable and extracting data from complex formats like PDFs.
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Dec 2, 2021
• 46min
Multi-modal Deep Learning for Complex Document Understanding with Doug Burdick - #541
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Doug Burdick, a principal research staff member at IBM Research, specializes in making complex documents machine-readable. He discusses the fusion of NLP and computer vision to tackle PDF extraction challenges, especially for COVID-19 data. The conversation delves into innovative methods for effective table extraction and the importance of evaluation metrics to ensure accuracy. Doug emphasizes collaboration within research communities and the need for robust systems to advance understanding of complex, multi-modal data formats.
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