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Frederick Liu · SciRah

Researcher profile · Semantic Scholar

Frederick Liu

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Frederick Liu — researcher profile on SciRah

h-index: 25
Works: 49
Citations: 15K

Most-cited papers

Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
Gheorghe Comanici, E. Bieber, Mike Schaekermann, Ice Pasupat +496 more
2025arXiv.org4,448 citations
Semantic Scholar
Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context
Machel Reid, N. Savinov, Denis Teplyashin, Dmitry Lepikhin +496 more
2024arXiv.org4,129 citations
Semantic Scholar
Gemma 3 Technical Report
Gemma Team Aishwarya Kamath, Johan Ferret, Shreya Pathak, Nino Vieillard +206 more
2025arXiv.org2,119 citations
Semantic Scholar
PaLM 2 Technical Report
Rohan Anil, Andrew M. Dai, O. Firat, Melvin Johnson +124 more
2023arXiv.org1,569 citations
Semantic Scholar
Estimating Training Data Influence by Tracking Gradient Descent
G. Pruthi, Frederick Liu, Mukund Sundararajan, Satyen Kale
2020Neural Information Processing Systems809 citations
Semantic Scholar
The Creation and Analysis of a Website Privacy Policy Corpus
Shomir Wilson, Florian Schaub, Aswarth Abhilash Dara, Frederick Liu +10 more
2016Annual Meeting of the Association for Computational Linguistics358 citations Open access
Semantic Scholar
Attention-based Multimodal Neural Machine Translation
Po-Yao (Bernie) Huang, Frederick Liu, S. Shiang, Jean Oh +1 more
2016Conference on Machine Translation187 citations Open access
Semantic Scholar
Incorporating Priors with Feature Attribution on Text Classification
Frederick Liu, Besim Avci
2019Annual Meeting of the Association for Computational Linguistics133 citations Open access
Semantic Scholar
"We Need Structured Output": Towards User-centered Constraints on Large Language Model Output
Michael Xieyang Liu, Frederick Liu, A. Fiannaca, Terry Koo +3 more
2024CHI Extended Abstracts116 citations Open access
Semantic Scholar
Crowdsourcing Annotations for Websites' Privacy Policies: Can It Really Work?
Shomir Wilson, Florian Schaub, R. Ramanath, N. Sadeh +3 more
2016The Web Conference115 citations Open access
Semantic Scholar
Detecting Errors and Estimating Accuracy on Unlabeled Data with Self-training Ensembles
Jiefeng Chen, Frederick Liu, Besim Avci, Xi Wu +2 more
2021Neural Information Processing Systems81 citations
Semantic Scholar
Towards Tracing Knowledge in Language Models Back to the Training Data
Ekin Akyürek, T. Bolukbasi, Frederick Liu, Binbin Xiong +3 more
2022Conference on Empirical Methods in Natural Language Processing74 citations Open access
Semantic Scholar
Automata-based constraints for language model decoding
Terry Koo, Frederick Liu, Luheng He
2024arXiv.org73 citations
Semantic Scholar
Learning Character-level Compositionality with Visual Features
Frederick Liu, Han Lu, Chieh Lo, Graham Neubig
2017Annual Meeting of the Association for Computational Linguistics66 citations Open access
Semantic Scholar
Handling Homographs in Neural Machine Translation
Frederick Liu, Han Lu, Graham Neubig
2017North American Chapter of the Association for Computational Linguistics63 citations Open access
Semantic Scholar
Towards Automatic Classification of Privacy Policy Text
Frederick Liu, Shomir Wilson, Peter Story, Sebastian Zimmeck +1 more
201756 citations
Semantic Scholar
Leveraging redundancy in attention with Reuse Transformers
Srinadh Bhojanapalli, Ayan Chakrabarti, Andreas Veit, Michal Lukasik +4 more
2021arXiv.org46 citations
Semantic Scholar
First is Better Than Last for Language Data Influence
Chih-Kuan Yeh, Ankur Taly, Mukund Sundararajan, Frederick Liu +1 more
2022Neural Information Processing Systems40 citations Open access
Semantic Scholar
Differentially-Private "Draw and Discard" Machine Learning
Vasyl Pihur, A. Korolova, Frederick Liu, Subhash Sankuratripati +3 more
2018arXiv.org39 citations
Semantic Scholar
Tracing Knowledge in Language Models Back to the Training Data
Ekin Akyürek, T. Bolukbasi, Frederick Liu, Binbin Xiong +3 more
2022arXiv.org30 citations Open access
Semantic Scholar
Analyzing Privacy Policies at Scale
Shomir Wilson, Florian Schaub, Frederick Liu, Kanthashree Mysore Sathyendra +7 more
2018ACM Transactions on the Web29 citations Open access
Semantic Scholar
SHADES: Towards a Multilingual Assessment of Stereotypes in Large Language Models
Margaret Mitchell, Hamdan Al-Ali, Giuseppe Attanasio, Ioana Baldini +496 more
2025North American Chapter of the Association for Computational Linguistics26 citations Open access
Semantic Scholar
SARA-RT: Scaling up Robotics Transformers with Self-Adaptive Robust Attention
Isabel Leal, Krzysztof Choromanski, Deepali Jain, Kumar Avinava Dubey +10 more
2023IEEE International Conference on Robotics and Automation26 citations Open access
Semantic Scholar
Analyzing Vocabulary Intersections of Expert Annotations and Topic Models for Data Practices in Privacy Policies
Frederick Liu, Shomir Wilson, Florian Schaub, N. Sadeh
2016AAAI Fall Symposia26 citations
Semantic Scholar
Non-Intrusive Adaptation: Input-Centric Parameter-efficient Fine-Tuning for Versatile Multimodal Modeling
Yaqing Wang, Jia-Lin Wu, T. Dabral, Jia-Geng Zhang +7 more
2023arXiv.org25 citations
Semantic Scholar
Towards Tracing Factual Knowledge in Language Models Back to the Training Data
Ekin Akyürek, T. Bolukbasi, Frederick Liu, Binbin Xiong +3 more
202225 citations
Semantic Scholar
EncT5: Fine-tuning T5 Encoder for Non-autoregressive Tasks
Frederick Liu, Siamak Shakeri, Hongkun Yu, Jing Li
2021arXiv.org23 citations
Semantic Scholar
Chefs' Random Tables: Non-Trigonometric Random Features
Valerii Likhosherstov, K. Choromanski, Kumar Avinava Dubey, Frederick Liu +2 more
2022Neural Information Processing Systems22 citations Open access
Semantic Scholar
Improving Multilingual and Code-Switching ASR Using Large Language Model Generated Text
Ke Hu, T. Sainath, Bo Li, Yu Zhang +4 more
2023Automatic Speech Recognition & Understanding11 citations
Semantic Scholar
Threading the Needle of On and Off-Manifold Value Functions for Shapley Explanations
Chih-Kuan Yeh, Kuan-Yun Lee, Frederick Liu, P. Ravikumar
2022International Conference on Artificial Intelligence and Statistics10 citations
Semantic Scholar
EncT5: A Framework for Fine-tuning T5 as Non-autoregressive Models
Frederick Liu, T. Huang, Shihang Lyu, Siamak Shakeri +2 more
202110 citations
Semantic Scholar
DETR++: Taming Your Multi-Scale Detection Transformer
Chi Zhang, Lijuan Liu, Xiaoxue Zang, Frederick Liu +3 more
2022arXiv.org9 citations Open access
Semantic Scholar
First is Better Than Last for Training Data Influence
Chih-Kuan Yeh, Ankur Taly, Mukund Sundararajan, Frederick Liu +1 more
2022arXiv.org8 citations
Semantic Scholar
Differentially-Private "Draw and Discard" Machine Learning: Training Distributed Model from Enormous Crowds
Vasyl Pihur, A. Korolova, Frederick Liu, Subhash Sankuratripati +3 more
2022International Conference on Cyber Security Cryptography and Machine Learning7 citations
Semantic Scholar
The Penalty Imposed by Ablated Data Augmentation
Frederick Liu, A. Najmi, Mukund Sundararajan
2020arXiv.org7 citations
Semantic Scholar
FAVOR#: Sharp Attention Kernel Approximations via New Classes of Positive Random Features
Valerii Likhosherstov, K. Choromanski, Kumar Avinava Dubey, Frederick Liu +2 more
2023arXiv.org6 citations Open access
Semantic Scholar
Augmentation with Projection: Towards an Effective and Efficient Data Augmentation Paradigm for Distillation
Ziqi Wang, Yuexin Wu, Frederick Liu, Daogao Liu +4 more
2022International Conference on Learning Representations6 citations Open access
Semantic Scholar
FinMind-Y-Me at the Regulations Challenge Task: Financial Mind Your Meaning based on THaLLE
Pantid Chantangphol, Pornchanan Balee, Kantapong Sucharitpongpan, Chanatip Saetia +496 more
2025COLING Workshops5 citations
Semantic Scholar
Gradient-Based Automated Iterative Recovery for Parameter-Efficient Tuning
Maximilian Mozes, T. Bolukbasi, Ann Yuan, Frederick Liu +2 more
2023arXiv.org5 citations Open access
Semantic Scholar
Dense-Exponential Random Features: Sharp Positive Estimators of the Gaussian Kernel
Krzysztof Choromanski, Kumar Avinava Dubey, Valerii Likhosherstov, Frederick Liu +2 more
2023Neural Information Processing Systems5 citations
Semantic Scholar
Using Foundation Models to Detect Policy Violations with Minimal Supervision
Sid Mittal, Vineet Gupta, Frederick Liu, Mukund Sundararajan
2023arXiv.org4 citations Open access
Semantic Scholar
Proceedings of the First Workshop on Trustworthy Natural Language Processing
Zheng Tang, M. Surdeanu, M. A. Valenzuela-Escarcega, Ö. Babur +496 more
20214 citations Open access
Semantic Scholar
Muse Glimmer 30B: An On-Device Agentic Model
Arash Ebrahim Abtahizadeh, Muna Aghamelu, A. Ahmed, Juan C. Angeles Acuna +325 more
20261 citations
Semantic Scholar
LLMReﬁne: Pinpointing and Reﬁning Large Language Models via Fine-Grained Actionable Feedback
Wenda Xu, Daniel Deutsch, Mara Finkelstein, Juraj Juraska +173 more
1 citations
Semantic Scholar
Evaluating Design Choices in Verifiable Generation with Open-source Models
Shuyang Cao, Lu Wang, Marah Abdin, Jy-oti Aneja +496 more
2025Proceedings of the 5th Workshop on Trustworthy NLP (TrustNLP 2025)0 citations Open access
Semantic Scholar
UT5: Pretraining Non autoregressive T5 with unrolled denoising
Mahmoud Salem, Jiayu Ye, Chu-Cheng Lin, Frederick Liu
2023arXiv.org0 citations
Semantic Scholar
Lecture 21: Spectral Learning for Graphical Models
Maruan Al-Shedivat, Wei-Cheng Chang, Frederick Liu
20160 citations
Semantic Scholar
Learning Pronunciation and Accent from The Crowd
Frederick Liu, Jeremy Chiaming Yang, Jane Yung-jen Hsu
2014AAAI Conference on Human Computation & Crowdsourcing0 citations Open access
Semantic Scholar
Maharshi Gor, Hal Daum´e III Tianyi Zhou, and Jordan Boyd-Graber . Do great minds think alike? In-vestigating Human-AI Complementarity in Question Answering with CAIMIRA . Empirical Methods in Natural Language Processing , 2024.
Contact Jordan, Boyd-Graber, Maharshi Gor, Hal Daumé +496 more
0 citations
Semantic Scholar
Comprehensive and Efﬁcient Distillation for Lightweight Sentiment Analysis Models
Guangyu Xie, Yice Zhang, Jianzhu Bao, Qian-Long Wang +496 more
0 citations
Semantic Scholar

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