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3D-MolGL: A multimodal framework for integrating 3D molecular graphs into language models | Synapse
March 3, 2026
3D-MolGL: A multimodal framework for integrating 3D molecular graphs into language models
HL
Huizhi Li
DL
Dagang Li
Macau University of Science and Technology
JZ
Jinglin Zhang
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Key Points
Enhancing language models with 3D molecular graphs improves data embeddings and representation.
The model utilizes multimodal integration, increasing efficiency in molecular data processing.
Observational analysis of 3D molecular graphs and language interactions demonstrates potential benefits in various applications.
Implications highlight the need for improved representation methods; further validation in diverse contexts is essential.
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Li et al. (Tue,) studied this question.
synapsesocial.com/papers/69a76036c6e9836116a2cb84
https://doi.org/https://doi.org/10.1016/j.eswa.2026.131437