Mixture-of-Parents Maximum Entropy Markov Models

David S. Rosenberg, Dan Klein, Ben Taskar

We present the mixture-of-parents maximum entropy Markov model (MoP-MEMM), a class of directed graphical models extending MEMMs. The MoP-MEMM allows tractable incorporation of long…