Scientific discovery often relies on the rapid and accurate expression of mathematical equations. Traditional equation editors can be time-consuming, hindering the pace of scientific development. To address this challenge, innovative tools are emerging that accelerate the equation typing process. These tools leverage advancements in natural languag