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Fu, Jinlan

  1. Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing
    2021/07/28 by Pengfei Liu, Liu, Pengfei, Weizhe Yuan +9 · 140 citations
    Computer Science · #Topic Modeling #Sentiment Analysis and Opinion Mining #Natural Language Processing Techniques
  2. GPTScore: Evaluate as You Desire
    2023/02/08 by Fu, Jinlan, Ng, See-Kiong, Jiang, Zhengbao +1 · 37 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  3. XTREME-R: Towards More Challenging and Nuanced Multilingual Evaluation
    2021/04/15 by Ruder, Sebastian, Constant, Noah, Botha, Jan +8 · 10 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  4. SPA-VL: A Comprehensive Safety Preference Alignment Dataset for Vision Language Model
    2024/06/17 by Zhang, Yongting, Chen, Lu, Zheng, Guodong +10 · 15 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  5. FlipAttack: Jailbreak LLMs via Flipping
    2024/10/02 by Liu, Yue, He, Xiaoxin, Xiong, Miao +3 · 16 citations
    #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  6. SpanNER: Named Entity Re-/Recognition as Span Prediction
    2021/06/01 by Jinlan Fu, Xuanjing Huang, Fu, Jinlan +3 · 4 citations
    Computer Science · Decision Sciences · #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  7. Polyglot Prompt: Multilingual Multitask PrompTraining
    2022/04/29 by Jinlan Fu, See-Kiong Ng, Fu, Jinlan +3 · 3 citations
    Computer Science · #Topic Modeling #Sentiment Analysis and Opinion Mining #Natural Language Processing Techniques
  8. Multi-Layer Visual Feature Fusion in Multimodal LLMs: Methods, Analysis, and Best Practices
    2025/03/08 by Lin, Junyan, Chen, Haoran, Fan, Yue +5 · 8 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  9. LIBERO-Plus: In-depth Robustness Analysis of Vision-Language-Action Models
    2025/10/15 by Fei, Senyu, Siyin Wang, Junhao Shi +21 · 14 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Robotics (cs.RO)
  10. CHiP: Cross-modal Hierarchical Direct Preference Optimization for Multimodal LLMs
    2025/01/28 by Jinlan Fu, Shenzhen Huangfu, Fu, Jinlan +11 · 8 citations
    Computer Science · #Natural Language Processing Techniques #Web Applications and Data Management #Speech and dialogue systems
  11. Towards More Fine-grained and Reliable NLP Performance Prediction
    2021/02/10 by Zihuiwen Ye, Ye, Zihuiwen, Pengfei Liu +5 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
  12. A Partition Filter Network for Joint Entity and Relation Extraction
    2021/08/27 by Zhiheng Yan, Yan, Zhiheng, Chong Zhang +7 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  13. World Modeling Makes a Better Planner: Dual Preference Optimization for Embodied Task Planning
    2025/03/13 by Wang, Siyin, Fei, Zhaoye, Cheng, Qinyuan +4 · 6 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO)
  14. From GPT-4 to Gemini and Beyond: Assessing the Landscape of MLLMs on Generalizability, Trustworthiness and Causality through Four Modalities
    2024/01/26 by Lu, Chaochao, Qian, Chen, Zheng, Guodong +33 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  15. Hint-before-Solving Prompting: Guiding LLMs to Effectively Utilize Encoded Knowledge
    2024/02/22 by Jinlan Fu, Shenzhen Huangfu, Fu, Jinlan +7 · 2 citations
    Computer Science · #Natural Language Processing Techniques
  16. VistaDPO: Video Hierarchical Spatial-Temporal Direct Preference Optimization for Large Video Models
    2025/04/17 by Huang, Haojian, Chen, Haodong, Wu, Shengqiong +5 · 7 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  17. Multimodal Language Models See Better When They Look Shallower
    2025/04/30 by Hao Chen, Chen, Haoran, Xinghao Chen +14 · 5 citations
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  18. ExplainaBoard: An Explainable Leaderboard for NLP
    2021/04/13 by Liu, Pengfei, Fu, Jinlan, Xiao, Yang +7 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  19. DataLab: A Platform for Data Analysis and Intervention
    2022/02/25 by Xiao Yang, Jinlan Fu, Xiao, Yang +13 · 1 citation
    Computer Science · #Machine Learning and Data Classification #Data Stream Mining Techniques #Machine Learning in Healthcare
  20. CorefDiffs: Co-referential and Differential Knowledge Flow in Document Grounded Conversations
    2022/10/05 by Lin Xu, Xu, Lin, Qixian Zhou +7 · 1 citation
    Computer Science · #Topic Modeling #Speech and dialogue systems #Natural Language Processing Techniques
  21. LLM can Achieve Self-Regulation via Hyperparameter Aware Generation
    2024/02/17 by Wang, Siyin, Li, Shimin, Sun, Tianxiang +6 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  22. Unveiling In-Context Learning: A Coordinate System to Understand Its Working Mechanism
    2024/07/24 by Zhao, Anhao, Ye, Fanghua, Fu, Jinlan +1 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  23. Chain of Thought Explanation for Dialogue State Tracking
    2024/03/07 by Lin Xu, Ningxin Peng, Xu, Lin +7 · 1 citation
    Computer Science · #Topic Modeling #Semantic Web and Ontologies #Multi-Agent Systems and Negotiation
  24. How Far Are LLMs from Believable AI? A Benchmark for Evaluating the Believability of Human Behavior Simulation
    2023/12/28 by Xiao, Yang, Cheng, Yi, Fu, Jinlan +3 · 1 citation
    #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences