An HMM?

• An HMM is a stochastic finite state model where an observation is generated by moving through the states emitting symbols

• This model seems a lot like an HMM:

  • Document positions are states
  • Summary words are emissions/observations
  • but...an HMM can only emit one symbol at a time: to account for phrases, we need many