Percy Liang
Qinghai University(CN)Stanford University(US)
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Machine Learning and Algorithms, Multimodal Machine Learning Applications, Adversarial Robustness in Machine Learning
Most-Cited Works
- → SQuAD: 100,000+ Questions for Machine Comprehension of Text(2016)6,224 cited
- → Know What You Don’t Know: Unanswerable Questions for SQuAD(2018)2,133 cited
- → Prefix-Tuning: Optimizing Continuous Prompts for Generation(2021)2,102 cited
- → Semantic Parsing on Freebase from Question-Answer Pairs(2013)1,566 cited
- → Adversarial Examples for Evaluating Reading Comprehension Systems(2017)1,277 cited
- → Generative Agents: Interactive Simulacra of Human Behavior(2023)1,206 cited
- → Understanding Black-box Predictions via Influence Functions(2017)1,189 cited
- → Emergent Abilities of Large Language Models(2022)1,022 cited
- → Lost in the Middle: How Language Models Use Long Contexts(2024)745 cited