Scientific discovery often relies on the rapid and accurate formulation 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. Such tools leverage advancements in natural language p