作者位次 #3/7ACL 2026Poster· Natural Language Processing
A Survey of Large Language Models for Text-Guided Molecular Discovery: From Molecule Generation to Optimization
Ziqing Wang · Kexin Zhang · Zihan Zhao · Yibo Wen · Abhishek Pandey · Han Liu · Kaize Ding
摘要
Large language models (LLMs) are introducing a paradigm shift in molecular discovery by enabling text-guided interaction with chemical spaces through natural language and symbolic notations, with emerging extensions to incorporate multi-modal inputs. To advance this emerging field, this survey pr...