MolCA: Molecular graph-language modeling with cross-modal projector and uni-modal adapter
Language Models (LMs) have demonstrated impressive molecule understanding ability on various 1D text-related tasks. However, they inherently lack 2D graph perception — a critical ability of human professionals in comprehending molecules’ topological structures. To bridge this gap, we propose MolCA:...
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| Main Authors: | , , , , , , , |
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| Format: | text |
| Language: | English |
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Institutional Knowledge at Singapore Management University
2023
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| Online Access: | https://ink.library.smu.edu.sg/sis_research/8394 https://ink.library.smu.edu.sg/context/sis_research/article/9397/viewcontent/2310.12798.pdf |
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| Institution: | Singapore Management University |
| Language: | English |