This repository maintains a structured compilation of academic papers exploring how LLMs enable multimodal generation across images, videos, 3D content, and audio. It categorizes research by modality and by whether approaches are LLM-based or use alternatives like CLIP/T5. The collection serves as a reference resource for understanding the intersection of language models and generative AI across different media types.