Deep Learning for Natural Language Processing (NLP) – using RNNs & CNNs

Wouldn't it be cool if a computer could understand the actual human sentiment behind sarcastic texts that can sometimes even trump actual humans? Or what if computers could understand a human language so well that it can estimate a probability telling you how likely it is to encounter any random sentence that you give it? Or maybe it could generate completely fake code snippets of the Linux kernel that look so authentic that they are just as intimidating as the actual source code (well, unless you are a kernel programmer yourself)? What if computers could immaculately translate English to French or over 100 languages from all over the world? Or "see" an image and describe the items found in the photo?