Freda Shi
- Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models
2023/09/03 by Yue Zhang, Zhang, Yue, Yafu Li +28 · 98 citations
Computer Science · Medicine · #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Topic Modeling
- Language Models are Multilingual Chain-of-Thought Reasoners
2022/10/06 by Freda Shi, Shi, Freda, Mirac Süzgün +20 · 73 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- InCoder: A Generative Model for Code Infilling and Synthesis
2022/04/12 by Daniel Fried, Fried, Daniel, Armen Aghajanyan +16 · 66 citations
Computer Science · #Software Engineering Research #Software Testing and Debugging Techniques #Software Reliability and Analysis Research
- 🧜Siren’s Song in the AI Ocean: A Survey on Hallucination in Large Language Models
2025/01/01 by Yue Zhang, Yafu Li, Leyang Cui +15 · 1 voice · 91 citations
Computer Science · #Computational Physics and Python Applications #Machine Learning in Healthcare
- Natural Language to Code Translation with Execution
2022/04/25 by Freda Shi, Daniel Fried, Shi, Freda +7 · 1 voice · 11 citations
Computer Science · #Software Engineering Research #Topic Modeling #Software Testing and Debugging Techniques
- Do Vision-Language Models Represent Space and How? Evaluating Spatial Frame of Reference Under Ambiguities
2024/10/22 by Zheyuan Zhang, Zhang, Zheyuan, Fengyuan Hu +11 · 20 citations
Psychology · #Categorization, perception, and language #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Gated Slot Attention for Efficient Linear-Time Sequence Modeling
2024/09/11 by Yu Zhang, Songlin Yang, Zhang, Yu +21 · 17 citations
Computer Science · #Computation and Language (cs.CL) #Embedded Systems Design Techniques #FOS: Computer and information sciences #Parallel Computing and Optimization Techniques
- SpaRE: Enhancing Spatial Reasoning in Vision-Language Models with Synthetic Data
2025/04/29 by Michael Ogezi, Freda Shi, Ogezi, Michael +1 · 9 citations
Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Domain Adaptation and Few-Shot Learning