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Jun, 2023
MolFM:一个多模态分子基础模型
MolFM: A Multimodal Molecular Foundation Model
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Yizhen Luo, Kai Yang, Massimo Hong, Xingyi Liu, Zaiqing Nie
TL;DR
MolFM是一个多模态分子基础模型,通过分子结构、生物医学文本和知识图谱进行联合表示学习,以提高交叉模态理解和下游任务的性能。
Abstract
molecular knowledge
resides within three different modalities of information sources:
molecular structures
, biomedical documents, and knowledge bases. Effective incorporation of
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