Natural Language Generation
Natural Language Generation
Mindmap of the project
Mindmap of the project
Approaches used for generating text samples:
- Long Short Term Memory (Refer: LSTM RNN)
- Sequences in Generative Adverserial Networks (Refer: SeqGAN)
- Code Generative Adverserial Networks (Refer: CodeGAN)
- Sequence Correction using Denoising Autoencoder (Refer: SeqCorrNet)
Our exploration with Generative Adversarial Networks and LSTMs for Part-of-Speech Tags based language generation:
- GrammarGAN (Refer: GrammarGAN)