Slogificator 3000

We slog through the slogans so you don't have to!

Genetic

• Initial Text Generation
  • txtgen - template based
  • RNN - trained Wikipedia
  • markov style - also trained on Wikipedia
• Mutation
  • Means Like - Datamuse
  • Rhyme like a rapper - Datamuse
• Crossover
  • Swap parts of highly rated things

Evaluation

• Englishness - 2-Grams
  • Give scores based on adjacent word types
    • eg. Sequential verbs are bad
• Semantic Similarity - Retina API
  • Jaccard Distance
  • Cosine Similarity
  • Eculidean Distance

Problems

• Still need to see if evaluation works
• JavaScript isn't designed for synchronous things

Samples - Alka Seltzer

• Some posit the scintillating burn to be less than straightforward.
• A drug sees a succor as an alkalizer pharmacist.
• The abdomens could be said to resemble sold-out tummies?
• Of course, a medicament is the continent of a fragmenting.
• In recent years, before bellyaches, hoosier states were only couples.
• A beginning is an alleviation's resolution!

Creative?

• Currently we only have generalization
• We think we can get to the top end of filtration
  • We have components of a fitness function
  • We are relatively abstracted from the model

Next Steps

• Destroy marketing jobs
• Get more englishy output
• Change programming language
• Crowd source ideas