Per-state joint normalization ( Eisner , 2001b , Â§ 8.2 ) is similar but drops the dependence on a .
expectation semirings flexible em for finitestate transducers
Jason Eisner
Then the predicted vector given Î¸ is Ej , a dj , a Â· ( expected feature counts on a randomly chosen arc in Dj , a ) . Per-state joint normalization ( Eisner , 2001b , Â§ 8.2 ) is similar but drops the dependence on a . The difficult case is global conditional normalization .
Per-state joint normalization ( @@CITATIONb , Â§ 8.2 ) is similar but drops the dependence on a .