Usually exact test are rare. Even though in general you may form the likelihood ratio test statistic, the exact distribution is intractable and the critical region relies on simulation/numerical method. More common approach is forming the asymptotic tests.

But these are not the most important issues. The most important one is that: what is your data structure? model? assumptions?

Can you define your parameters more clearly? any likelihood function you can write down?