Text Classification using Capsules
Table 8: Random noise is added to the i-th element of the 16-dimensional vector.
['Sentence', 'Noise', 'i']
When the noise is added, the result does not change the meaning of the question, but some words changed. Also, the changed sentence is a newly created without the same as the dataset. In the case of words, we could not visualize detailed changes like images because measured the similarity of the words included in the vocabulary.