This 2024 scientometric review published in Cornell University’s fully open access journal arXiv analyzes 51 years of research at the intersection of linguistics and artificial intelligence. It maps publication trends, key research themes, and collaboration networks to understand how the two fields have influenced each other. The study highlights growing integration, especially with advances in natural language processing and machine learning. It also identifies emerging topics and gaps for future exploration.