Empowering Molecule Discovery for Molecule-Caption Translation With Large Language Models: A ChatGPT Perspective

Molecule discovery plays a crucial role in various scientific fields, advancing the design of tailored materials and drugs, which contributes to the development of society and human well-being. Specifically, molecule-caption translation is an important task for molecule discovery, aligning human und...

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Veröffentlicht in:	IEEE transactions on knowledge and data engineering 2024-11, Vol.36 (11), p.6071-6083
Hauptverfasser:	Li, Jiatong, Liu, Yunqing, Fan, Wenqi, Wei, Xiao-Yong, Liu, Hui, Tang, Jiliang, Li, Qing
Format:	Artikel
Sprache:	eng
Schlagworte:	Atoms Chatbots Chemicals Computer architecture Drug discovery in-context learning large language models (LLMs) Recurrent neural networks retrieval augmented generation Task analysis Training
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