/awesome-generative-ai-research-papers

A curated list of papers at the cutting edge of generative AI

awesome-generative-ai-research-papers

A curated list of generative AI research paper readings and author interviews at the cutting edge of generative AI; contributions welcome.

  1. Skeleton of Thought: LLMs Do Parallel Decoding
  2. The Geometry of Truth: Emergent Linear Structure in LLM Representation of True/False Datasets
  3. Text-To-SQL
  4. Explaining Grokking Through Circuit Efficiency
  5. Llama 2 Open Foundation and Fine-Tuned Chat Models
  6. Lost in the Middle: How Language Models Use Long Contexts
  7. Orca: Progressive Learning from Complex Explanation Traces of GPT-4
  8. HyDE: Precise Zero-Shot Dense Retrieval without Relevance Labels
  9. Voyager: An Open-Ended Embodied Agent with LLMs
  10. Retrieval Augmented Generation
  11. Language Models Can Explain Neurons In Language Models
  12. LoRA: Low-Rank Adaptation of Large Language Models
  13. Drag Your GAN: Interactive Point-based Manipulation on the Generative Image Manifold
  14. LIMA: Less Is More for Alignment
  15. State Space Models
  16. Reinforcement Learning with Human Feedback