Transformer-based models for chemical SMILES representation: A comprehensive literature review

Pre-trained chemical language models (CLMs) have attracted increasing attention within the domains of cheminformatics and bioinformatics, inspired by their remarkable success in the natural language processing (NLP) domain such as speech recognition, text analysis, translation, and other objectives...

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發表在:	Heliyon
Main Authors:	Medard Edmund Mswahili, Young-Seob Jeong
格式:	Article
語言:	英语
出版:	Elsevier 2024-10-01
主題:	Transformers Natural language processing SMILES Machine learning Cheminformatics BERT
在線閱讀:	http://www.sciencedirect.com/science/article/pii/S2405844024150694