Question

Does Deep Learning require many documents for training?

Answer

Deep Learning activity for semi-structured documents:

• For high-variability documents — at least 200-300 sample documents (2-3 sample documents per variant) is required.
• For low-variability documents — at least 100 sample documents is required.

Deep Learning for NLP activity:

• For high-variability documents — at least 300 sample documents (2-3 sample documents per variant) is required.
• For low-variability documents — at least 50 sample documents is required.