The weights of this linear combination are usually trained to maximise some automatic translation metric (e.g. BLEU) [1] using Minimum Error Rate Training (MERT) [2,<cite> 3]</cite> or a variant of the Margin Infused Relaxed Algorithm (MIRA) [4, 5] .