Liu, Frederick
- Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
2025/07/07 by Gheorghe Comanici, Eric Bieber, Comanici, Gheorghe +6844 · 8 voices · 1378 citations
#cs.CL #cs.AI
- Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context
2024/03/08 by Gemini Robotics Team, Gemini Team, Petko Georgiev +2277 · 4 voices · 564 citations
Computer Science · #Semantic Web and Ontologies
- Gemma 3 Technical Report
2025/03/25 by Aishwarya Kamath, Gemma Team, Kamath, Aishwarya +418 · 3 voices · 474 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #cs.AI #cs.CL
- Estimating Training Data Influence by Tracing Gradient Descent
2020/02/19 by Garima Pruthi, Pruthi, Garima, Frederick Liu +5 · 85 citations
Business, Management and Accounting · Decision Sciences · #AI and HR Technologies #Scheduling and Timetabling Solutions
- PaLM 2 Technical Report
2023/05/17 by Rohan Anil, Andrew M. Dai, Anil, Rohan +224 · 75 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Gemini: A Family of Highly Capable Multimodal Models
2023/12/19 by Gemini Robotics Team, Gemini Team, Rohan Anil +2692 · 9 voices · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #cs.AI #cs.CL #cs.CV
- Towards Tracing Factual Knowledge in Language Models Back to the Training Data
2022/05/23 by Ekin Akyürek, Tolga Bolukbasi, Akyürek, Ekin +11 · 1 voice · 4 citations
Computer Science · Decision Sciences · #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Topic Modeling #cs.CL #cs.IR
- Leveraging redundancy in attention with Reuse Transformers
2021/10/13 by Srinadh Bhojanapalli, Ayan Chakrabarti, Bhojanapalli, Srinadh +13 · 5 citations
Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning
- First is Better Than Last for Language Data Influence
2022/02/24 by Chih‐Kuan Yeh, Ankur Taly, Yeh, Chih-Kuan +7 · 5 citations
Computer Science · #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Natural Language Processing Techniques #Topic Modeling
- SARA-RT: Scaling up Robotics Transformers with Self-Adaptive Robust Attention
2023/12/04 by Leal, Isabel, Choromanski, Krzysztof, Jain, Deepali +11 · 7 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Robotics (cs.RO)
- Automata-based constraints for language model decoding
2024/07/11 by Terry Koo, Koo, Terry, Frederick Liu +3 · 8 citations
Computer Science · #Speech and dialogue systems #Natural Language Processing Techniques #Multi-Agent Systems and Negotiation
- Detecting Errors and Estimating Accuracy on Unlabeled Data with Self-training Ensembles
2021/06/29 by Chen, Jiefeng, Liu, Frederick, Avci, Besim +3 · 3 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Incorporating Priors with Feature Attribution on Text Classification
2019/06/19 by Frederick Liu, Liu, Frederick, Besim Avci +1 · 1 citation
Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning and Data Classification #Topic Modeling
- Non-Intrusive Adaptation: Input-Centric Parameter-efficient Fine-Tuning for Versatile Multimodal Modeling
2023/10/18 by Wang, Yaqing, Wu, Jialin, Dabral, Tanmaya +8 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimedia (cs.MM)