Mesh : Artificial Intelligence Computational Biology / methods Humans Natural Language Processing Programming Languages

来  源:   DOI:10.1038/s41592-024-02354-y

Abstract:
Language models are playing an increasingly important role in many areas of artificial intelligence (AI) and computational biology. In this primer, we discuss the ways in which language models, both those based on natural language and those based on biological sequences, can be applied to biological research. This primer is primarily intended for biologists interested in using these cutting-edge AI technologies in their applications. We provide guidance on best practices and key resources for adapting language models for biology.
摘要:
语言模型在人工智能(AI)和计算生物学的许多领域中发挥着越来越重要的作用。在这份底漆中,我们讨论语言模型的方式,基于自然语言的和基于生物序列的,可应用于生物学研究。该入门课程主要面向有兴趣在其应用中使用这些尖端AI技术的生物学家。我们为适应生物学的语言模型提供最佳实践和关键资源的指导。
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