Two Sentence Horror

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Created an NLP(Natural Language Processing) project for class, went with Text Generation
Inspired by: HorrifAI

Data gathered through PullPush.IO API, tried to filter out alot of bad posts with less than 20 upvotes or awards.

ML Algorithms used:

  • Basic Sequential Keras Model
  • Seq2Seq Model
  • GPT-Neo Model- Best results

Has potential for future work, like sentence completion instead of pure generation.
We could give it a first sentence and it would be up to the model to provide a relevant twist.

Highlights

  • Transformer Work/GPT-Neo
  • LSTM/Seq2Seq
  • Sentence Generation