LLMs Revolutionizing Biological Research

LLMs Revolutionizing Biological Research

Leveraging language models to decode life's molecular language

This survey explores how large language models transform biological sequence analysis and synthesis across DNA, RNA, proteins, and drug discovery applications.

  • Versatile applications of LLMs in biomolecular tasks through prompt-based methods
  • Enhanced efficiency in analyzing complex biological sequences
  • Cross-disciplinary impact bridging AI, biology, and medicine
  • Practical applications in drug discovery and medical research

This research provides a systematic framework for understanding how LLMs can accelerate biological research while offering new approaches to interpret the language of life at a molecular level.

Biological Sequence with Language Model Prompting: A Survey

3 | 25