Some Experiments with a Convex IBM Model 2

نویسندگان

  • Andrei Simion
  • Michael Collins
  • Clifford Stein
چکیده

Using a recent convex formulation of IBM Model 2, we propose a new initialization scheme which has some favorable comparisons to the standard method of initializing IBM Model 2 with IBM Model 1. Additionally, we derive the Viterbi alignment for the convex relaxation of IBM Model 2 and show that it leads to better F-Measure scores than those of IBM Model 2.

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تاریخ انتشار 2014