Positional embeddings and zero-shot learning using BERT for molecular-property prediction

Positional embeddings and zero-shot learning using BERT for molecular-property prediction

Abstract Recently, advancements in cheminformatics such as representation learning for chemical structures, deep learning (DL) for property prediction, data-driven discovery, and optimization of chemical data handling, have led to increased demands for handling chemical simplified molecular input li...

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書目詳細資料
Main Authors: Medard Edmund Mswahili, JunHa Hwang, Jagath C. Rajapakse, Kyuri Jo, Young-Seob Jeong
格式: Article
語言:English
出版: BMC 2025-02-01
叢編:Journal of Cheminformatics
主題:
Transformers
BERT
Positional embedding/encoding
Zero-shot learning
Molecular-property prediction
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在線閱讀:https://doi.org/10.1186/s13321-025-00959-9

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https://doi.org/10.1186/s13321-025-00959-9

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