<p>Sure Neural networks have been used on Text like in <a href="https://arxiv.org/pdf/1609.08144v2.pdf" rel="nofollow noreferrer">https://arxiv.org/pdf/1609.08144v2.pdf</a>. You only want to output classes and not sentences so you have an easier time then they have. To combine the classifier you could use a weighted rank sum on the outputs.</p>

<p>How much the classifier improves sounds very interesting to me and could be the basis for a publication. </p>
Deep learning - use both images and their description
<p>I am going to make a classifier that can categorize images. I know that I should use convolutional neural network for this. The thing is that for every image I have a discription. Is there any way that I can use this description to improve the classifier?</p>