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Fandong Meng

  1. Continuous Autoregressive Language Models
    2025/10/31 by Chenze Shao, Shao, Chenze, Darren Li +6 · 16 voices
    Computer Science · Social Sciences · #Topic Modeling #Natural Language Processing Techniques #Computational and Text Analysis Methods
  2. DeepRAG: Thinking to Retrieve Step by Step for Large Language Models
    2025/02/03 by Xinyan Guan, Guan, Xinyan, Jiali Zeng +15 · 9 voices · 4 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
  3. An Empirical Study of Catastrophic Forgetting in Large Language Models During Continual Fine-tuning
    2023/08/17 by Luo Yun, Zhen Yang, Luo, Yun +9 · 103 citations
    Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning
  4. Large Language Models Are Not Robust Multiple Choice Selectors
    2023/09/07 by Chujie Zheng, Hao Zhou, Zheng, Chujie +7 · 1 voice · 66 citations
    #cs.CL
  5. Is ChatGPT a Good NLG Evaluator? A Preliminary Study
    2023/03/07 by Jiaan Wang, Yunlong Liang, Wang, Jiaan +15 · 36 citations
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  6. A Deep Memory-based Architecture for Sequence-to-Sequence Learning
    2015/06/22 by Fandong Meng, Meng, Fandong, Zhengdong Lu +7 · 1 voice · 3 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Multimodal Machine Learning Applications
  7. Label Words are Anchors: An Information Flow Perspective for Understanding In-Context Learning
    2023/05/23 by Lean Wang, Lei Li, Wang, Lean +13 · 27 citations
    Computer Science · #Topic Modeling #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
  8. On Prompt-Driven Safeguarding for Large Language Models
    2024/01/31 by Chujie Zheng, Fan Yin, Zheng, Chujie +13 · 24 citations
    Computer Science · Engineering · #Advancements in Photolithography Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Digital Rights Management and Security #FOS: Computer and information sciences #Machine Learning (cs.LG) #VLSI and Analog Circuit Testing
  9. Bridging the Gap between Training and Inference for Neural Machine Translation
    2019/06/06 by Wen Zhang, Zhang, Wen, Yang Feng +6 · 9 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  10. Towards Codable Watermarking for Injecting Multi-bits Information to LLMs
    2023/07/29 by Lean Wang, Wang, Lean, Wenkai Yang +13 · 9 citations
    Computer Science · #Advanced Steganography and Watermarking Techniques #Computation and Language (cs.CL) #Digital Media Forensic Detection #FOS: Computer and information sciences #Video Coding and Compression Technologies
  11. On Large Language Models' Hallucination with Regard to Known Facts
    2024/03/29 by Che Jiang, Jiang, Che, Biqing Qi +15 · 11 citations
    Computer Science · Engineering · #Advanced Data Processing Techniques #Big Data and Digital Economy #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare
  12. Language Prior Is Not the Only Shortcut: A Benchmark for Shortcut Learning in VQA
    2022/10/10 by Qingyi Si, Si, Qingyi, Fandong Meng +15 · 7 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
  13. Accelerating Inference in Large Language Models with a Unified Layer Skipping Strategy
    2024/04/10 by Yijin Liu, Fandong Meng, Liu, Yijin +3 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  14. Generative Multi-Modal Knowledge Retrieval with Large Language Models
    2024/01/16 by Xinwei Long, Jiali Zeng, Long, Xinwei +11 · 5 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Natural Language Processing Techniques
  15. CSCD-NS: a Chinese Spelling Check Dataset for Native Speakers
    2022/11/16 by Yong Hu, Hu, Yong, Fandong Meng +3 · 3 citations
    Computer Science · #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  16. TIM: Teaching Large Language Models to Translate with Comparison
    2023/07/10 by Jiali Zeng, Zeng, Jiali, Fandong Meng +5 · 3 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Text Readability and Simplification
  17. Diffusion Theory as a Scalpel: Detecting and Purifying Poisonous Dimensions in Pre-trained Language Models Caused by Backdoor or Bias
    2023/05/08 by Zhiyuan Zhang, Deli Chen, Zhang, Zhiyuan +9 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  18. ConCISE: Confidence-guided Compression in Step-by-step Efficient Reasoning
    2025/05/08 by Ziqing Qiao, Qiao, Ziqing, Yongheng Deng +17 · 10 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
  19. RewardAnything: Generalizable Principle-Following Reward Models
    2025/06/04 by Zhuohao Yu, Jiali Zeng, Yu, Zhuohao +17 · 9 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Topic Modeling
  20. TasTe: Teaching Large Language Models to Translate through Self-Reflection
    2024/06/12 by Yutong Wang, Jiali Zeng, Wang, Yutong +9 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  21. Modeling Localness for Self-Attention Networks
    2018/10/24 by Baosong Yang, Zhaopeng Tu, Yang, Baosong +9 · 1 citation
    Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  22. On the token distance modeling ability of higher RoPE attention dimension
    2024/10/11 by Xiangyu Hong, Hong, Xiangyu, Biqing Qi +9 · 3 citations
    Physics and Astronomy · #Nuclear Physics and Applications
  23. Empathetic Dialogue Generation via Sensitive Emotion Recognition and Sensible Knowledge Selection
    2022/10/21 by Lanrui Wang, Jiangnan Li, Wang, Lanrui +11 · 2 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Intelligent Tutoring Systems and Adaptive Learning
  24. Translatotron-V(ison): An End-to-End Model for In-Image Machine Translation
    2024/07/03 by Zhibin Lan, Lan, Zhibin, Liqiang Niu +9 · 3 citations
    Computer Science · #Natural Language Processing Techniques
  25. Continuous Visual Autoregressive Generation via Score Maximization
    2025/05/12 by Chenze Shao, Fandong Meng, Shao, Chenze +3 · 4 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Face recognition and analysis #Domain Adaptation and Few-Shot Learning
  26. Learning to Win Lottery Tickets in BERT Transfer via Task-agnostic Mask Training
    2022/04/24 by Yuanxin Liu, Liu, Yuanxin, Fandong Meng +11 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  27. A Variational Hierarchical Model for Neural Cross-Lingual Summarization
    2022/03/08 by Yunlong Liang, Liang, Yunlong, Fandong Meng +11 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  28. MaskMamba: A Hybrid Mamba-Transformer Model for Masked Image Generation
    2024/09/30 by Wenchao Chen, Chen, Wenchao, Liqiang Niu +7 · 2 citations
    Computer Science · Engineering · #Face recognition and analysis #Augmented Reality Applications #Human Motion and Animation
  29. Dissecting Long-Chain-of-Thought Reasoning Models: An Empirical Study
    2025/06/05 by Yongyu Mu, Jiali Zeng, Mu, Yongyu +13 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
  30. Retrieval-Augmented Machine Translation with Unstructured Knowledge
    2024/12/05 by Jiaan Wang, Fandong Meng, Wang, Jiaan +5 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
  31. Mitigating Catastrophic Forgetting in Task-Incremental Continual Learning with Adaptive Classification Criterion
    2023/05/20 by Luo Yun, Xiaotian Lin, Luo, Yun +9 · 1 citation
    Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  32. Improving Translation Faithfulness of Large Language Models via Augmenting Instructions
    2023/08/24 by Yijie Chen, Yijin Liu, Chen, Yijie +9 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  33. Warmup-Distill: Bridge the Distribution Mismatch between Teacher and Student before Knowledge Distillation
    2025/02/17 by Zengkui Sun, Yijin Liu, Sun, Zengkui +9 · 2 citations
    Social Sciences · #Computation and Language (cs.CL) #Education and Critical Thinking Development #FOS: Computer and information sciences
  34. Less, but Better: Efficient Multilingual Expansion for LLMs via Layer-wise Mixture-of-Experts
    2025/05/28 by Xue Zhang, Zhang, Xue, Yunlong Liang +11 · 5 citations
    Computer Science · Materials Science · #Topic Modeling #Advanced Graph Neural Networks #Machine Learning in Materials Science
  35. ExTrans: Multilingual Deep Reasoning Translation via Exemplar-Enhanced Reinforcement Learning
    2025/05/19 by Jiaan Wang, Fandong Meng, Wang, Jiaan +3 · 3 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Multimodal Machine Learning Applications
  36. Conan: Progressive Learning to Reason Like a Detective over Multi-Scale Visual Evidence
    2025/10/23 by Kun Ouyang, Ouyang, Kun, Yuanxin Liu +12 · 4 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  37. THOR-MoE: Hierarchical Task-Guided and Context-Responsive Routing for Neural Machine Translation
    2025/05/20 by Yunlong Liang, Fandong Meng, Liang, Yunlong +3 · 1 citation
    Computer Science · #Natural Language Processing Techniques #Advanced Neural Network Applications #Topic Modeling
  38. Plot Retrieval as an Assessment of Abstract Semantic Association
    2023/11/03 by Shicheng Xu, Xu, Shicheng, Liang Pang +13 · 1 citation
    Computer Science · #Topic Modeling #Advanced Text Analysis Techniques #Information Retrieval and Search Behavior
  39. CRAT: A Multi-Agent Framework for Causality-Enhanced Reflective and Retrieval-Augmented Translation with Large Language Models
    2024/10/28 by Meiqi Chen, Fandong Meng, Chen, Meiqi +7 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
  40. Enhancing Cross-Tokenizer Knowledge Distillation with Contextual Dynamical Mapping
    2025/02/16 by Yijie Chen, Chen, Yijie, Yijin Liu +9 · 1 citation
    Computer Science · #Neural Networks and Applications