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Li, Mukai

  1. DiffuSeq: Sequence to Sequence Text Generation with Diffusion Models
    2022/10/17 by Shansan Gong, Gong, Shansan, Mukai Li +7 · 68 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Music and Audio Processing #Natural Language Processing Techniques #Topic Modeling
  2. Scaling Diffusion Language Models via Adaptation from Autoregressive Models
    2024/10/23 by Shansan Gong, Gong, Shansan, Shivam Agarwal +21 · 93 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
  3. ONION: A Simple and Effective Defense Against Textual Backdoor Attacks
    2020/11/20 by Fanchao Qi, Yangyi Chen, Qi, Fanchao +9 · 30 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Network Security and Intrusion Detection #Topic Modeling
  4. Hidden Killer: Invisible Textual Backdoor Attacks with Syntactic Trigger
    2021/05/26 by Fanchao Qi, Qi, Fanchao, Mukai Li +11 · 26 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Network Security and Intrusion Detection #Topic Modeling
  5. L-Eval: Instituting Standardized Evaluation for Long Context Language Models
    2023/07/20 by An, Chenxin, Gong, Shansan, Zhong, Ming +5 · 26 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  6. Mind the Style of Text! Adversarial and Backdoor Attacks Based on Text Style Transfer
    2021/10/14 by Qi, Fanchao, Chen, Yangyi, Zhang, Xurui +3 · 15 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  7. LAMM: Language-Assisted Multi-Modal Instruction-Tuning Dataset, Framework, and Benchmark
    2023/06/11 by Yin, Zhenfei, Wang, Jiong, Cao, Jianjian +9 · 15 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  8. Silkie: Preference Distillation for Large Visual Language Models
    2023/12/17 by Li, Lei, Xie, Zhihui, Li, Mukai +6 · 14 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  9. VLFeedback: A Large-Scale AI Feedback Dataset for Large Vision-Language Models Alignment
    2024/10/12 by Li, Lei, Xie, Zhihui, Li, Mukai +7 · 17 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  10. DiffuSeq-v2: Bridging Discrete and Continuous Text Spaces for Accelerated Seq2Seq Diffusion Models
    2023/10/09 by Gong, Shansan, Li, Mukai, Feng, Jiangtao +2 · 8 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  11. M3IT: A Large-Scale Dataset towards Multi-Modal Multilingual Instruction Tuning
    2023/06/07 by Lei Li, Li, Lei, Yuwei Yin +21 · 6 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  12. Prompt for Extraction? PAIE: Prompting Argument Interaction for Event Argument Extraction
    2022/02/24 by Ma, Yubo, Wang, Zehao, Cao, Yixin +4 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  13. In-Context Learning with Many Demonstration Examples
    2023/02/09 by Mukai Li, Li, Mukai, Shansan Gong +11 · 3 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  14. Red Teaming Visual Language Models
    2024/01/23 by Mukai Li, Lei Li, Li, Mukai +9 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #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 #Natural Language Processing Techniques
  15. ERGO: Event Relational Graph Transformer for Document-level Event Causality Identification
    2022/04/15 by Meiqi Chen, Yixin Cao, Chen, Meiqi +11 · 2 citations
    Computer Science · Decision Sciences · #Topic Modeling #Software Engineering Research #Data Quality and Management
  16. GIRAFFE: Design Choices for Extending the Context Length of Visual Language Models
    2024/12/17 by Mukai Li, Li, Mukai, Li Lei +5 · 1 citation
    Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques