2025
From Generalist to Specialist: A Survey of Large Language Models for Chemistry
COLING 2025main
Large Language Models (LLMs) have significantly transformed our daily life and established a new paradigm in natural language processing (NLP). However, the predominant pretraining of LLMs on extensive web-based texts remains insufficient for advanced scientific discovery, particularly in chemistry.…