Scientific exploration often relies on the rapid and accurate representation of mathematical equations. Traditional equation editors can be tedious, hindering the pace of scientific progress. To mitigate this challenge, innovative tools are emerging that optimize the equation typing process. Such tools leverage advancements in natural language proc