Large language models — citation graph of key research
Explore the most influential research on large language models as an interactive citation graph on Constellation. The papers below are connected by direct citations and shared references — open any one to center the graph on it and discover related work.
Top papers on large language models
- ChatGPT for good? On opportunities and challenges of large language models for education
Enkelejda Kasneci, Kathrin Seßler, Stefan Küchemann et al. — 2023 · Learning and Individual Differences · 6,273 citations - Large language models in medicine
Arun James Thirunavukarasu, Darren Shu Jeng Ting, Kabilan Elangovan et al. — 2023 · Nature Medicine · 3,736 citations - Large language models encode clinical knowledge
Karan Singhal, Shekoofeh Azizi, Tao Tu et al. — 2023 · Nature · 3,703 citations - A Survey on Evaluation of Large Language Models
Yupeng Chang, Xu Wang, Jindong Wang et al. — 2024 · ACM Transactions on Intelligent Systems and Technology · 2,726 citations - Performance of ChatGPT on USMLE: Potential for AI-assisted medical education using large language models
Tiffany H. Kung, Morgan Cheatham, Arielle Medenilla et al. — 2023 · PLOS Digital Health · 3,774 citations - A Survey of Large Language Models
Wayne Xin Zhao, Kun Zhou, Junyi Li et al. — 2026 · Frontiers of Computer Science · 1,511 citations - A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions
Lei Huang, Weijiang Yu, Weitao Ma et al. — 2024 · ACM Transactions on Information Systems · 1,973 citations - A survey on large language model based autonomous agents
Lei Wang, Chen Ma, Xueyang Feng et al. — 2024 · Frontiers of Computer Science · 1,495 citations - Evaluating Large Language Models Trained on Code
Mark Chen, Jerry Tworek, Heewoo Jun et al. — 2021 · arXiv (Cornell University) · 1,460 citations - Emergent Abilities of Large Language Models
Wei, Jason, Yi Tay, Rishi Bommasani et al. — 2022 · arXiv (Cornell University) · 1,046 citations - Large Language Models are Zero-Shot Reasoners
Takeshi Kojima, Shixiang Gu, Machel Reid et al. — 2022 · arXiv (Cornell University) · 1,116 citations - The future landscape of large language models in medicine
Jan Clusmann, Fiona R. Kolbinger, Hannah Sophie Muti et al. — 2023 · Communications Medicine · 1,025 citations