Scientific exploration often relies on the rapid and accurate expression of mathematical equations. Traditional equation editors can be laborious, hindering the momentum of scientific progress. To mitigate this challenge, innovative tools are emerging that streamline the equation typing process. Novel tools leverage advancements in natural language