Kudugunta, Sneha
- 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 · 1374 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 · 559 citations
Computer Science · #Semantic Web and Ontologies
- MatFormer: Nested Transformer for Elastic Inference
2023/10/11 by Sneha Kudugunta, Devvrit, Aditya Kusupati +20 · 5 voices · 21 citations
Computer Science · Social Sciences · #Caching and Content Delivery #Human Mobility and Location-Based Analysis #Opportunistic and Delay-Tolerant Networks #cs.CL #cs.CV #cs.LG
- PaLM 2 Technical Report
2023/05/17 by Rohan Anil, Anil, Rohan, Andrew M. Dai +224 · 72 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- MADLAD-400: A Multilingual And Document-Level Large Audited Dataset
2023/09/09 by Kudugunta, Sneha, Caswell, Isaac, Zhang, Biao +8 · 25 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Beyond Distillation: Task-level Mixture-of-Experts for Efficient Inference
2021/09/24 by Kudugunta, Sneha, Huang, Yanping, Bapna, Ankur +4 · 5 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- BUFFET: Benchmarking Large Language Models for Few-shot Cross-lingual Transfer
2023/05/24 by Akari Asai, Asai, Akari, Sneha Kudugunta +15 · 5 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- MURAL: Multimodal, Multitask Retrieval Across Languages
2021/09/10 by Aashi Jain, Jain, Aashi, Mandy Guo +13 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- (Mis)Fitting: A Survey of Scaling Laws
2025/02/26 by Margaret Li, Sneha Kudugunta, Li, Margaret +3 · 6 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Methodology (stat.ME) #Stochastic Gradient Optimization Techniques
- MiTTenS: A Dataset for Evaluating Gender Mistranslation
2024/01/13 by Robinson, Kevin, Kudugunta, Sneha, Stella, Romina +2 · 2 citations
#Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences
- A Loss Curvature Perspective on Training Instability in Deep Learning
2021/10/08 by Gilmer, Justin, Ghorbani, Behrooz, Garg, Ankush +6 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)