0

Is it possible for an approach based on supervised learning from a fixed dataset to achieve creativity in NLG?

molbdnilo
  • 64,751
  • 3
  • 43
  • 82
Christopher Zheng
  • 1

1 Answers1

0

The question forces you to define "achieve creativity". I would think if a parrot were to string together words and phrases, in new ways, all day long I wouldn't call it creative till it reached an objective, or induced a feeling. If "Polly wanna cracker" was in the training set then I wouldn't call it creative to see the parrot try that one. I don't believe supervised learning would do it. You can use data to train models like Bert and word2vec about probabilities of words being used in a situation and topic modeling to stay on topic and it can put together in less probable ways so it seems new and novel. Is that creativity?

Back2Basics
  • 7,406
  • 2
  • 32
  • 45