The application of deuterated compounds is increasingly expanding across various fields, making the development of novel deuterium labeling techniques for obtaining deuterated compounds a burgeoning research focus. Carboxylic acids and their derivatives are widely utilized as cost‐effective and readily available materials for obtaining deuterated compounds due to their stable properties. This article presents a comprehensive and concise summary of the research progress in decarboxylative deuteration reactions over the past 20 years.