Елена Тутубалина
AIRI

NLP в химии

To begin, I will provide a high-level overview of traditional NLP tasks utilized in scientific discovery, alongside recent advancements in domain-specific large language models (LLMs) designed for enhanced performance in scientific applications. Next, I will focus on molecular string languages, which serve as essential building blocks for chemical language models. Finally, I will discuss recent work applying NLP techniques to these molecular languages and their evaluation.