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Table 1: 
Preliminary experiments reporting the mean±stdev. of the KL divergence (in nats) between the proposed posterior approximation (Eq. 5) and: (i) the left-to-right LM, (ii) the right-to-left LM, and (iii) a simple product of experts baseline (Eq. 5, but with the uniform distribution for q(w)).
ModelKL Div. with Posterior Approx.
Left-to-right LM 2.27±1.84 
Right-to-left LM 2.04±1.87 
Product of Experts 1.12±1.08 
ModelKL Div. with Posterior Approx.
Left-to-right LM 2.27±1.84 
Right-to-left LM 2.04±1.87 
Product of Experts 1.12±1.08 
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