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line 21: maxlen = numpy.max(lengths)+1 line 27: x_mask[:lengths[idx]+1,idx] = 1. It seems unnecessary to have "+1" in both these two places. It would cause problem logically.

I am trying to run your code, and can't find the dictionary data from http://www.cl.cam.ac.uk/~fh295/dicteval.html, where could I find the dictionary data ? Any helps will be appreciate.