Cheng-Yu Hsieh
- Distilling Step-by-Step! Outperforming Larger Language Models with Less Training Data and Smaller Model Sizes
2023/05/03 by Cheng-Yu Hsieh, Chun-Liang Li, Hsieh, Cheng-Yu +18 · 5 voices · 106 citations
Computer Science · #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling #cs.AI #cs.CL #cs.LG
- DataComp-LM: In search of the next generation of training sets for language models
2024/06/17 by Jeffrey Li, Alex Fang, Alex Chengyu Fang +121 · 2 voices · 78 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #cs.CL #cs.LG
- Outlier Weighed Layerwise Sparsity (OWL): A Missing Secret Sauce for Pruning LLMs to High Sparsity
2023/10/08 by Lu Yin, Yin, Lu, You Wu +24 · 1 voice · 23 citations
Computer Science · #cs.LG
- NVILA: Efficient Frontier Visual Language Models
2024/12/05 by Zhijian Liu, Liu, Zhijian, Ligeng Zhu +52 · 2 voices · 56 citations
Computer Science · #Multimodal Machine Learning Applications #Video Analysis and Summarization #Advanced Image and Video Retrieval Techniques
- SugarCrepe: Fixing Hackable Benchmarks for Vision-Language Compositionality
2023/06/26 by Cheng-Yu Hsieh, Hsieh, Cheng-Yu, Jieyu Zhang +7 · 36 citations
Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Text Readability and Simplification #Topic Modeling
- Lookback Lens: Detecting and Mitigating Contextual Hallucinations in Large Language Models Using Only Attention Maps
2024/07/09 by Yung-Sung Chuang, Chuang, Yung-Sung, Linlu Qiu +9 · 2 voices · 23 citations
Psychology · #cs.CL #cs.AI #cs.LG
- Tool Documentation Enables Zero-Shot Tool-Usage with Large Language Models
2023/08/01 by Cheng-Yu Hsieh, Hsieh, Cheng-Yu, Si-An Chen +13 · 1 voice · 4 citations
#cs.CL #cs.AI #cs.CV #cs.LG
- Perception Tokens Enhance Visual Reasoning in Multimodal Language Models
2024/12/04 by Mahtab Bigverdi, Bigverdi, Mahtab, Zelun Luo +11 · 27 citations
Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Speech and dialogue systems
- Found in the Middle: Calibrating Positional Attention Bias Improves Long Context Utilization
2024/06/23 by Cheng-Yu Hsieh, Yung-Sung Chuang, Hsieh, Cheng-Yu +18 · 16 citations
Neuroscience · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Behavioral Psychology Studies
- The Unmet Promise of Synthetic Training Images: Using Retrieved Real Images Performs Better
2024/06/07 by Scott Geng, Geng, Scott, Cheng-Yu Hsieh +11 · 8 citations
Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Surgical Simulation and Training
- Is C4 Dataset Optimal for Pruning? An Investigation of Calibration Data for LLM Pruning
2024/10/09 by Abhinav Bandari, Bandari, Abhinav, Lu Yin +13 · 6 citations
Engineering · #Advanced Surface Polishing Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Metallurgical Processes and Thermodynamics #Mineral Processing and Grinding
- The Hard Positive Truth about Vision-Language Compositionality
2024/09/26 by Amita Kamath, Cheng-Yu Hsieh, Kamath, Amita +5 · 3 citations
Social Sciences · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Historical and Linguistic Studies
- A Survey on Programmatic Weak Supervision
2022/02/11 by Jieyu Zhang, Zhang, Jieyu, Cheng-Yu Hsieh +7 · 1 citation
Computer Science · #Machine Learning and Data Classification #Machine Learning and Algorithms #Image Retrieval and Classification Techniques
- FocalLens: Instruction Tuning Enables Zero-Shot Conditional Image Representations
2025/04/11 by Cheng-Yu Hsieh, Hsieh, Cheng-Yu, Pavan Kumar Anasosalu Vasu +13 · 1 citation
Computer Science · #Advanced Image and Video Retrieval Techniques #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications
- Graph-Based Captioning: Enhancing Visual Descriptions by Interconnecting Region Captions
2024/07/09 by Yu-Guan Hsieh, Hsieh, Yu-Guan, Cheng-Yu Hsieh +17 · 1 citation
Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Video Analysis and Summarization
- Environment-free Synthetic Data Generation for API-Calling Agents
2026/07/18 by Seanie Lee, Sanjoy Chowdhury, Chao Jiang +5
#cs.AI