This repository is a curated collection of recent text generation models and their applications, organized by architecture type. It categorizes papers across GAN-based, VAE-based, autoencoder-based, and reinforcement learning-based approaches, with sections for applications like image-to-text, stylistic text generation, and visual dialogue systems. The list references academic papers from venues like EMNLP and NeurIPS.