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Qi, Fanchao

  1. ONION: A Simple and Effective Defense Against Textual Backdoor Attacks
    2020/11/20 by Fanchao Qi, Qi, Fanchao, Yangyi Chen +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
  2. 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
  3. Why Should Adversarial Perturbations be Imperceptible? Rethink the Research Paradigm in Adversarial NLP
    2022/10/19 by Chen, Yangyi, Gao, Hongcheng, Cui, Ganqu +4 · 18 citations
    #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  4. 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
  5. WebCPM: Interactive Web Search for Chinese Long-form Question Answering
    2023/05/11 by Yujia Qin, Zihan Cai, Qin, Yujia +27 · 9 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Expert finding and Q&A systems #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Topic Modeling
  6. CPM: A Large-scale Generative Chinese Pre-trained Language Model
    2020/12/01 by Zhengyan Zhang, Zhang, Zhengyan, Xu Han +47 · 6 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  7. Turn the Combination Lock: Learnable Textual Backdoor Attacks via Word Substitution
    2021/06/11 by Fanchao Qi, Yuan Yao, Qi, Fanchao +7 · 4 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Topic Modeling
  8. CUGE: A Chinese Language Understanding and Generation Evaluation Benchmark
    2021/12/27 by Yuan Yao, Yao, Yuan, Qingxiu Dong +67 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  9. CCPM: A Chinese Classical Poetry Matching Dataset
    2021/06/03 by Wenhao Li, Fanchao Qi, Li, Wenhao +7 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  10. CPM-2: Large-scale Cost-effective Pre-trained Language Models
    2021/06/20 by Zhengyan Zhang, Zhang, Zhengyan, Yuxian Gu +35 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  11. Aligning Large Language Models to Follow Instructions and Hallucinate Less via Effective Data Filtering
    2025/02/11 by Si, Shuzheng, Zhao, Haozhe, Chen, Gang +9 · 5 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  12. GATEAU: Selecting Influential Samples for Long Context Alignment
    2024/10/21 by Shuzheng Si, Haozhe Zhao, Si, Shuzheng +17 · 5 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Management and Algorithms #FOS: Computer and information sciences #Geographic Information Systems Studies #Semantic Web and Ontologies
  13. Textual Backdoor Attacks Can Be More Harmful via Two Simple Tricks
    2021/10/15 by Chen, Yangyi, Qi, Fanchao, Gao, Hongcheng +2 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  14. QuoteR: A Benchmark of Quote Recommendation for Writing
    2022/02/26 by Qi, Fanchao, Yang, Yanhui, Yi, Jing +3 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  15. Teaching Large Language Models to Maintain Contextual Faithfulness via Synthetic Tasks and Reinforcement Learning
    2025/05/22 by Si, Shuzheng, Zhao, Haozhe, Gao, Cheng +11 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  16. A Goal Without a Plan Is Just a Wish: Efficient and Effective Global Planner Training for Long-Horizon Agent Tasks
    2025/10/07 by Si, Shuzheng, Zhao, Haozhe, Luo, Kangyang +5 · 4 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences