Percy Liang
Impact in
- Artificial Intelligence top 0.02%
- Topic Modeling
- Natural Language Processing Techniques
- Speech and dialogue systems
- Domain Adaptation and Few-Shot Learning
- Adversarial Robustness in Machine Learning
- Advanced Graph Neural Networks
- Advanced Text Analysis Techniques
-
- Multimodal Machine Learning Applications
Papers in
-
- Topic Modeling 61
- Natural Language Processing Techniques 56
- Machine Learning and Algorithms 23
- Machine Learning and Data Classification 20
- Adversarial Robustness in Machine Learning 14
- Speech and dialogue systems 13
- Co-authors
- Pranav RajpurkarRobin JiaJian ZhangDan KleinJonathan BerantMichael I. JordanRoy FrostigAndrew Chou
- Journals
- Transactions of the Association for Computational Linguistics (5 papers)ACM SIGPLAN Notices (4 papers)Science (2 papers)Communications of the ACM (1 paper)Machine Learning (1 paper)
- Partner nations
- United StatesFranceIsrael
In The Last Decade
Percy Liang
136 papers receiving 13.1k citations
Hit Papers
Peers
Comparison fields: 5 of 161
- Artificial Intelligence 12.2k
- Computer Vision and Pattern Recognition 3.7k
- Health Informatics 240
- Software 291
- Information Systems 1.6k
Countries citing papers authored by Percy Liang
This map shows the geographic impact of Percy Liang's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Percy Liang with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Percy Liang more than expected).
Fields of papers citing papers by Percy Liang
This network shows the impact of papers produced by Percy Liang. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Percy Liang. The network helps show where Percy Liang may publish in the future.
Co-authorship network
The 25 scholars most cited alongside Percy Liang, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
| # | Work | ||
|---|---|---|---|
| 1 | 2024 | 2 | |
| 2 | 2024 | 1 | |
| 3 | Lost in the Middle: How Language Models Use Long Contexts Hit paper breakdown → | 2024 | 285 |
| 4 | Holistic Evaluation of Language Models Hit paper breakdown → | 2023 | 261 |
| 5 | 2019 | 181 | |
| 6 | On the Accuracy of Influence Functions for Measuring Group Effects | 2019 | 16 |
| 7 | 2019 | 137 | |
| 8 | Noise Induces Loss Discrepancy Across Groups for Linear Regression. | 2019 | 2 |
| 9 | Certified Defenses against Adversarial Examples | 2018 | 79 |
| 10 | 2018 | 11 | |
| 11 | Fairness Without Demographics in Repeated Loss Minimization | 2018 | 21 |
| 12 | Adversarial Examples for Evaluating Reading Comprehension Systems Hit paper breakdown → | 2017 | 663 |
| 13 | World of Bits: An Open-Domain Platform for Web-Based Agents | 2017 | 11 |
| 14 | Unsupervised Risk Estimation Using Only Conditional Independence Structure | 2016 | 7 |
| 15 | 2015 | 37 | |
| 16 | Calibrated structured prediction | 2015 | 19 |
| 17 | Learning Where to Sample in Structured Prediction | 2015 | 7 |
| 18 | Analyzing the Errors of Unsupervised Learning | 2008 | 15 |
| 19 | A Probabilistic Approach to Diachronic Phonology | 2007 | 38 |
| 20 | The Infinite PCFG Using Hierarchical Dirichlet Processes | 2007 | 114 |
About Percy Liang
Percy Liang is a scholar working on Artificial Intelligence, Computational Mathematics, Software, Health Informatics and Computer Vision and Pattern Recognition, having authored 148 papers that have together received 14.1k indexed citations. Recurring topics across this work include Topic Modeling (61 papers), Natural Language Processing Techniques (56 papers), Machine Learning and Algorithms (23 papers), Machine Learning and Data Classification (20 papers), Multimodal Machine Learning Applications (15 papers), Adversarial Robustness in Machine Learning (14 papers), Speech and dialogue systems (13 papers) and Software Engineering Research (10 papers). The work is most often cited by research in Artificial Intelligence (12.2k citations), Computer Vision and Pattern Recognition (3.7k citations), Health Informatics (240 citations), Software (291 citations) and Information Systems (1.6k citations). Percy Liang has collaborated with scholars based in United States, France and Israel. Frequent co-authors include Pranav Rajpurkar, Robin Jia, Jian Zhang, Dan Klein, Jonathan Berant, Michael I. Jordan, Roy Frostig, Andrew Chou, Ben Taskar and John Hewitt. Their work appears in journals such as Transactions of the Association for Computational Linguistics, ACM SIGPLAN Notices, Science, Communications of the ACM and Machine Learning.
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.