Semantic Typography

Semantic typography focuses on creating visually expressive text that conveys a word's meaning while maintaining readability. Current research employs large language models and diffusion models, often in conjunction, to generate artistic typography by manipulating letterforms based on semantic understanding derived from text descriptions or image inputs. This field is advancing the intersection of artificial intelligence, design, and typography, with applications ranging from logo design to enhancing user interfaces and enriching visual communication across multiple languages.