Gathering the dataset was much more painful than I had expected - I hadn’t really read many of these before, and most were obscene, or aggressive, or kind of insulting. I began to regret the whole project.
But although the neural network figured out the basic forms “You must be a … because….” or “Hey baby, wanna…” it never learned to generate the worst lines - most of these were based on wordplay that it didn’t have a chance of reproducing.
Instead, it began to generate lines that varied from incomprehensible to surreal to kind of adorable:
Are you a 4loce? Because you’re so hot!
I want to get my heart with you.
You are so beautiful that you know what I mean.
I have a cenver? Because I just stowe must your worms.
Hey baby, I’m swirked to gave ever to say it for drive.
If I were to ask you out?
You must be a tringle? Cause you’re the only thing here.
I’m not on your wears, but I want to see your start.
You are so beautiful that you make me feel better to see you.
Hey baby, you’re to be a key? Because I can bear your toot?
I don’t know you.
I have to give you a book, because you’re the only thing in your eyes.
Are you a candle? Because you’re so hot of the looks with you.
I want to see you to my heart.
If I had a rose for every time I thought of you, I have a price tighting.
I have a really falling for you.
Your beauty have a fine to me.
Are you a camera? Because I want to see the most beautiful than you.
I had a come to got your heart.
You’re so beautiful that you say a bat on me and baby.
You look like a thing and I love you.