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ідея - Molecular Representation Learning
Functional Group-Aware Representations for Small Molecules: A Novel Foundation Model for Bridging SMILES, Natural Language, and Molecular Graphs
Functional Group-Aware Representations for Small Molecules (FARM) is a novel foundation model that leverages functional group information to enhance molecular representation learning, bridging the gap between SMILES, natural language, and molecular graphs.
Enhancing Molecular Representation Learning by Tailoring to Specific Tasks via Text Prompts
By leveraging language models to understand task descriptions, MolTailor can generate molecular representations tailored to specific tasks, leading to improved performance on downstream applications.
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