Deep Learning Multimodal Extraction of Reaction Data

Automated extraction of structured information from chemistry literature is vital for maintaining up-to-date databases for use in data-driven chemistry. However, comprehensive extractions require reasoning across multiple modalities and the flexibility to generalize across different styles of articl...

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Bibliographic Details
Main Author: Wang, Alex
Other Authors: Barzilay, Regina
Format: Thesis
Published: Massachusetts Institute of Technology 2024
Online Access:https://hdl.handle.net/1721.1/157191