Richard Shin
- Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
2025/07/07 by Gheorghe Comanici, Comanici, Gheorghe, Eric Bieber +6844 · 8 voices · 1358 citations
#cs.CL #cs.AI
- Privacy-Preserving In-Context Learning with Differentially Private Few-Shot Generation
2023/09/21 by Xinyu Tang, Tang, Xinyu, Richard Shin +15 · 12 citations
Computer Science · #Cryptography and Security (cs.CR) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
- ToolTalk: Evaluating Tool-Usage in a Conversational Setting
2023/11/15 by Nicholas Farn, Richard Shin, Farn, Nicholas +1 · 8 citations
Computer Science · Medicine · #Topic Modeling #Artificial Intelligence in Healthcare and Education #AI in Service Interactions
- Constrained Language Models Yield Few-Shot Semantic Parsers
2021/04/18 by Richard Shin, Christopher H. Lin, Shin, Richard +17 · 3 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- Learning to Retrieve Iteratively for In-Context Learning
2024/06/20 by Yunmo Chen, Tongfei Chen, Chen, Yunmo +11 · 6 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning
- Hierarchical Variational Imitation Learning of Control Programs
2019/12/29 by Roy Fox, Fox, Roy, Richard Shin +13 · 1 citation
Computer Science · Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Reinforcement Learning in Robotics #Robot Manipulation and Learning
- Encoding Database Schemas with Relation-Aware Self-Attention for Text-to-SQL Parsers
2019/06/27 by Richard Shin, Shin, Richard · 1 citation
Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Natural Language Processing Techniques #Topic Modeling