Using Language Models to Understand Molecular Structures

In data rich modalities such as text and images, large foundation models have demonstrated remarkable capabilities. However, in life sciences, datasets of comparable scale are prohibitively costly to assemble, pointing towards the imperative need to leverage advances in language modelling to improve...

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Bibliographic Details
Main Author: Fan, Vincent K.
Other Authors: Barzilay, Regina
Format: Thesis
Published: Massachusetts Institute of Technology 2024
Online Access:https://hdl.handle.net/1721.1/156795