vix.ing · top · new · best · stats · spec

Zhang, Jifan

  1. Humor in AI: Massive Scale Crowd-Sourced Preferences and Benchmarks for Cartoon Captioning
    2024/06/15 by Jifan Zhang, Zhang, Jifan, Lalit Jain +21 · 2 voices · 5 citations
    Arts and Humanities · Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Humor Studies and Applications #Language, Metaphor, and Cognition #Machine Learning (cs.LG) #Subtitles and Audiovisual Media
  2. GALAXY: Graph-based Active Learning at the Extreme
    2022/02/03 by Jifan Zhang, Zhang, Jifan, Julian Katz-Samuels +3 · 4 citations
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Machine Learning and Data Classification #SARS-CoV-2 detection and testing
  3. LabelBench: A Comprehensive Framework for Benchmarking Adaptive Label-Efficient Learning
    2023/06/16 by Jifan Zhang, Zhang, Jifan, Yifang Chen +16 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Machine Learning and Data Classification
  4. Algorithm Selection for Deep Active Learning with Imbalanced Datasets
    2023/02/14 by Jifan Zhang, Shuai Shao, Zhang, Jifan +5 · 3 citations
    Computer Science · #Machine Learning and Algorithms #Machine Learning and Data Classification #Text and Document Classification Technologies
  5. An Experimental Design Framework for Label-Efficient Supervised Finetuning of Large Language Models
    2024/01/12 by Gantavya Bhatt, Bhatt, Gantavya, Yifang Chen +21 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Natural Language Processing Techniques #Topic Modeling
  6. Improved Algorithm for Deep Active Learning under Imbalance via Optimal Separation
    2023/12/14 by Shyam Nuggehalli, Nuggehalli, Shyam, Jifan Zhang +5 · 3 citations
    Computer Science · #Machine Learning and Algorithms #Machine Learning and Data Classification #Imbalanced Data Classification Techniques
  7. Bridging the Creativity Understanding Gap: Small-Scale Human Alignment Enables Expert-Level Humor Ranking in LLMs
    2025/02/27 by Kuan Lok Zhou, Zhou, Kuan Lok, Jiayi Chen +15 · 6 citations
    Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Humor Studies and Applications #Language, Metaphor, and Cognition #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  8. Deep Active Learning in the Open World
    2024/11/10 by Tian Xie, Jifan Zhang, Xie, Tian +5 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms
  9. AHA: Human-Assisted Out-of-Distribution Generalization and Detection
    2024/10/10 by Haoyue Bai, Bai, Haoyue, Jifan Zhang +3 · 1 citation
    Computer Science · #Anomaly Detection Techniques and Applications
  10. GPT-4o as the Gold Standard: A Scalable and General Purpose Approach to Filter Language Model Pretraining Data
    2024/10/03 by Jifan Zhang, Zhang, Jifan, Luo, Ziyue +3 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #Computational Physics and Python Applications #FOS: Computer and information sciences #Machine Learning (cs.LG)
  11. From Prototypes to General Distributions: An Efficient Curriculum for Masked Image Modeling
    2024/11/16 by Lin, Jinhong, Wu, Cheng-En, Li, Huanran +3 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  12. Which LLMs Get the Joke? Probing Non-STEM Reasoning Abilities with HumorBench
    2025/07/29 by Narad, Reuben, Suresh, Siddharth, Chen, Jiayi +5 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences