Generation research focuses on the development and improvement of technologies that can generate text, images, or other types of content based on input data or specific criteria. This area of research includes natural language generation, image generation, video generation, and other forms of content creation through artificial intelligence and machine learning techniques. Researchers in this field aim to create more advanced and sophisticated models that can generate high-quality and realistic content autonomously. Applications of generation research include chatbots, content creation, data synthesis, and more.