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Xifeng Yan

  1. Augmenting Language Models with Long-Term Memory
    2023/06/12 by Weizhi Wang, Wang, Weizhi, Li Dong +11 · 3 voices · 39 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  2. Bot or Human? Detecting ChatGPT Imposters with A Single Question
    2023/05/10 by Hong Wang, Xuan Luo, Wang, Hong +5 · 2 voices · 4 citations
    Computer Science · #Hate Speech and Cyberbullying Detection #Text Readability and Simplification #Topic Modeling #cs.CL
  3. Enhancing the Locality and Breaking the Memory Bottleneck of Transformer on Time Series Forecasting
    2019/06/29 by Shiyang Li, Li, Shiyang, Xiaoyong Jin +11 · 69 citations
    Computer Science · Decision Sciences · #Advanced Text Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
  4. GPT-4V(ision) as a Generalist Evaluator for Vision-Language Tasks
    2023/11/02 by Xinlu Zhang, Yujie Lu, Zhang, Xinlu +17 · 31 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  5. Time Series as Images: Vision Transformer for Irregularly Sampled Time Series
    2023/03/01 by Zekun Li, Shiyang Li, Li, Zekun +3 · 26 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Non-Invasive Vital Sign Monitoring #Time Series Analysis and Forecasting
  6. Explanations from Large Language Models Make Small Reasoners Better
    2022/10/13 by Shiyang Li, Li, Shiyang, Jianshu Chen +21 · 15 citations
    Computer Science · #Topic Modeling #Explainable Artificial Intelligence (XAI) #Natural Language Processing Techniques
  7. Guiding Large Language Models via Directional Stimulus Prompting
    2023/02/22 by Zekun Li, Baolin Peng, Li, Zekun +9 · 16 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  8. Evaluating the Instruction-Following Robustness of Large Language Models to Prompt Injection
    2023/08/17 by Zekun Li, Baolin Peng, Li, Zekun +5 · 17 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Software Engineering Research #Topic Modeling
  9. Graph Reasoning for Question Answering with Triplet Retrieval
    2023/05/30 by Shiyang Li, Li, Shiyang, Yifan Gao +13 · 13 citations
    Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  10. Large Language Models as Zero-shot Dialogue State Tracker through Function Calling
    2024/02/16 by Zekun Li, Zhiyu Zoey Chen, Li, Zekun +17 · 15 citations
    Computer Science · #Topic Modeling #Speech and dialogue systems
  11. Improving Medical Predictions by Irregular Multimodal Electronic Health Records Modeling
    2022/10/18 by Xinlu Zhang, Shiyang Li, Zhang, Xinlu +7 · 8 citations
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Phonocardiography and Auscultation Techniques #Time Series Analysis and Forecasting
  12. Limitations of Language Models in Arithmetic and Symbolic Induction
    2022/08/09 by Qian Jing, Hong Wang, Qian, Jing +7 · 7 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Software Engineering Research
  13. MMSci: A Dataset for Graduate-Level Multi-Discipline Multimodal Scientific Understanding
    2024/07/06 by Zekun Li, Li, Zekun, Xianjun Yang +25 · 12 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Topic Modeling
  14. Synthesizing Near-Optimal Malware Specifications from Suspicious Behaviors
    2010/01/01 by Matt Fredrikson, Somesh Jha, Mihai Christodorescu +2 · 3 citations
    Computer Science · #Advanced Malware Detection Techniques #Network Security and Intrusion Detection #Spam and Phishing Detection
  15. Mining significant graph patterns by leap search
    2008/06/09 by Xifeng Yan, Hong Cheng, Jiawei Han +1 · 3 citations
    Computer Science · #Advanced Database Systems and Queries #Data Management and Algorithms #Data Mining Algorithms and Applications
  16. Finetuned Multimodal Language Models Are High-Quality Image-Text Data Filters
    2024/03/05 by Weizhi Wang, Wang, Weizhi, Khalil Mrini +11 · 8 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques
  17. Semantically Conditioned Dialog Response Generation via Hierarchical Disentangled Self-Attention
    2019/05/30 by Wenhu Chen, Chen, Wenhu, Jianshu Chen +7 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Speech and dialogue systems #Topic Modeling
  18. Inter-Series Attention Model for COVID-19 Forecasting
    2020/10/25 by Xiaoyong Jin, Yu-Xiang Wang, Jin, Xiaoyong +3 · 3 citations
    Computer Science · Mathematics · Medicine · #Anomaly Detection Techniques and Applications #COVID-19 epidemiological studies #Data-Driven Disease Surveillance #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  19. STEPS: A Benchmark for Order Reasoning in Sequential Tasks
    2023/06/07 by Weizhi Wang, Wang, Weizhi, Hong Wang +3 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  20. Visually-Augmented Language Modeling
    2022/05/20 by Weizhi Wang, Dong Li, Wang, Weizhi +13 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques
  21. Lifelong Learning of Hate Speech Classification on Social Media
    2021/06/05 by Jing Qian, Qian, Jing, Hong Wang +5 · 2 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Machine Learning (cs.LG) #Network Security and Intrusion Detection
  22. Behavior Query Discovery in System-Generated Temporal Graphs
    2015/11/18 by Bo Zong, Zong, Bo, Xusheng Xiao +13 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Databases (cs.DB) #FOS: Computer and information sciences #Social and Information Networks (cs.SI) #cs.AI #cs.DB #cs.SI
  23. Cross-modal Image Retrieval with Deep Mutual Information Maximization
    2021/03/10 by Chunbin Gu, Jiajun Bu, Gu, Chunbin +11 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimedia (cs.MM) #Multimodal Machine Learning Applications
  24. Creative and Context-Aware Translation of East Asian Idioms with GPT-4
    2024/10/01 by Kenan Tang, Tang, Kenan, Peiyang Song +5 · 4 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Natural Language Processing Techniques #Topic Modeling #Biomedical Text Mining and Ontologies
  25. CoCo: Controllable Counterfactuals for Evaluating Dialogue State Trackers
    2020/10/24 by Shiyang Li, Semih Yavuz, Li, Shiyang +15 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Healthcare #Speech and dialogue systems #Topic Modeling
  26. Semi-Supervised Hypothesis Transfer for Source-Free Domain Adaptation
    2021/07/14 by Ning Ma, Ma, Ning, Jiajun Bu +11 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  27. How Large a Vocabulary Does Text Classification Need? A Variational Approach to Vocabulary Selection
    2019/02/27 by Wenhu Chen, Yu Su, Chen, Wenhu +9 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  28. Concept Mining via Embedding
    2018/11/01 by Keqian Li, Hanwen Zha, Yu Su +1 · 1 citation
    Computer Science · #Advanced Text Analysis Techniques #Text and Document Classification Technologies #Topic Modeling
  29. You May Not Need Order in Time Series Forecasting
    2019/10/21 by Yunkai Zhang, Zhang, Yunkai, Qiao Jiang +9 · 1 citation
    Computer Science · Decision Sciences · #Time Series Analysis and Forecasting #Topic Modeling #Stock Market Forecasting Methods