Comments (4)
Because he needs to pad sentence with zero vectors. See this function: get_idx_from_sent
from cnn_sentence.
Why padding the beginning of all sentences with the same number of zeros (filter_h=5 in function get_idx_from_sent) ? and how this number is set ?
I guess this is related to the maximum region size / height used ?
Another question is why function 'get_idx_from_sent' adding 0 until a length of max_l + 2*pad is reached where pad = filter_h - 1 ? Why not until max_l + pad only ?
from cnn_sentence.
Each sentence has different number of words and thus the inputs to the CNN would have different sizes. Therefore, padding is needed to ensure all inputs have the same size.
from cnn_sentence.
I got that. I'm asking why extending the length of all sentences to max_l + 2*pad and not just to max_l ?
from cnn_sentence.
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from cnn_sentence.