Awesome Large Language Models
📄
Papers
🧭
Topics
🔥
Trending
🗺️
Map
🏆
Leaderboards
🎓
Learn
🤖
Ask AI
⋯
More
👥
Authors
📚
Reading Packs
📊
Datasets
🛠️
Tools
📰
News
📝
Blogs
✉️
Newsletter
🎯
Research Radar
🔖
Saved
+ Add Paper
☾
☀
← authors
·
overview
Loading author…
🤖
Ask AI
Percy Liang — most-cited papers & profile · Large Language Models
← authors
·
overview
Percy Liang
18
papers ·
6173
citations ·
87
h-index
Stanford University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Prefix-tuning: Optimizing Continuous Prompts For Generation
2021 · 5687 citations
Llamas Know What Gpts Don't Show: Surrogate Models For Confidence Estimation
2023 · 47 citations
DoReMi: Optimizing Data Mixtures Speeds Up Language Model Pretraining
2023 · 1 citations
Auditing Prompt Caching in Language Model APIs
2025
Fantastic Pretraining Optimizers and Where to Find Them
2025
Lost in the Middle: How Language Models Use Long Contexts
2023
Large Language Models as Analogical Reasoners
2023
Llamas Know What GPTs Don't Show: Surrogate Models for Confidence Estimation
2023
Instruction Following without Instruction Tuning
2024
Top co-authors
Ananya Kumar
· 2
John Hewitt
· 2
Nelson F. Liu
· 2
Tengyu Ma
· 2
Vaishnavi Shrivastava
· 2
Xiang Lisa Li
· 2
Adams Wei Yu
· 1
Ashwin Paranjape
· 1
Chenchen Gu
· 1
Christopher D. Manning
· 1
David Hall
· 1
Denny Zhou
· 1
Topics
Training Techniques
Evaluation
Prompting
Efficiency
Safety & Alignment
Fine-Tuning
RAG
reasoning
Model Architecture
In-Context Learning