Hi list,
It seems that currently for both, pro and kbmira, optimization of BLEU 
is hardwired into the code. I managed to add my custom metric to mert, 
but would like to experiment with it and sparse features, too.

I see custom metrics is on a TODO list in the mert folder, is someone 
working on custom metrics for sparse features?
Are pro and/or kbmira in principle compatible with this "sufficient 
statistics per sentence" approach as it is done for mert? Any pointers 
how I could best attack this?

Best,
Marcin
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