I was hired in 2011 single and making 15$ an hour. Now I am married with two children and make 51$ an hour. Should I change my withholding? 1 income household in MA

I haven’t changed my withholding since being hired. Am I leaving money on the table by not changing that? I don’t want to get stuck and end up owing taxes either…