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