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Novel Methods For Text Generation Using Adversarial Learning & Autoencoders
Just two years ago, text generation models were so unreliable that you needed to generate hundreds of samples in hopes of finding even one plausible sentence. Nowadays, OpenAI’s pre-trained language model can generate relatively coherent news articles given only two sentence of context. Other approaches like Generative Adversarial Networks (GANs) and Variational Autoencoders (VAEs) have also become …