Artificial Intelligence By Example

Step 3 – producing data augmentation

The program will now generate text that can be added to X's text profile dataset. Data augmentation by text generation will:

• Help understand X's profile better
• Be used in chatbot conversations when this technology improves 

This approach takes time and resources, and the results are not always efficient. However, research and development should continue by combining text generators with concept representation learning and more.

An intermediate result at iteration 60200 provided the following output:

iteration 60200, loss: 0.145638----er autumn because the leaves are brown, yellow, orange, red and all sorts of colors. Summer is too hot, winhes comeny lard, yellories rore. I like some but not too much. ...