Let's look at some of these features in detail, since the reason to use a discriminative sequence model is that it's easier to incorporate a lot of features. 2 Again, in a linear-chain CRF, each local feature f k at position i can depend on any information from: (y i−1 , y i , X, i). So some legal features representing common situations might be the following: