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Deyi Xiong

  1. Large Language Model Alignment: A Survey
    2023/09/26 by Tianhao Shen, Shen, Tianhao, Renren Jin +15 · 65 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Software Engineering Research #Topic Modeling
  2. Evaluating Large Language Models: A Comprehensive Survey
    2023/10/30 by Zishan Guo, Guo, Zishan, Renren Jin +18 · 47 citations
    Computer Science · Medicine · #Topic Modeling #Artificial Intelligence in Healthcare and Education #Natural Language Processing Techniques
  3. DEPN: Detecting and Editing Privacy Neurons in Pretrained Language Models
    2023/10/31 by Xinwei Wu, Wu, Xinwei, Junzhuo Li +11 · 23 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data #Topic Modeling
  4. Watermarking Conditional Text Generation for AI Detection: Unveiling Challenges and a Semantic-Aware Watermark Remedy
    2023/07/25 by Yu Fu, Deyi Xiong, Fu, Yu +3 · 14 citations
    Computer Science · #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Natural Language Processing Techniques #Topic Modeling
  5. A Comprehensive Evaluation of Quantization Strategies for Large Language Models
    2024/02/26 by Renren Jin, Jiangcun Du, Jin, Renren +11 · 16 citations
    Computer Science · #Topic Modeling #Recommender Systems and Techniques #Speech Recognition and Synthesis
  6. Large Language Model Safety: A Holistic Survey
    2024/12/23 by Dan Shi, Shi, Dan, Tianhao Shen +22 · 25 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Topic Modeling
  7. CBBQ: A Chinese Bias Benchmark Dataset Curated with Human-AI Collaboration for Large Language Models
    2023/06/28 by Yufei Huang, Huang, Yufei, Deyi Xiong +1 · 6 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  8. Exploring Multilingual Concepts of Human Value in Large Language Models: Is Value Alignment Consistent, Transferable and Controllable across Languages?
    2024/02/28 by Shaoyang Xu, Xu, Shaoyang, Weilong Dong +7 · 7 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
  9. Towards Understanding Multi-Task Learning (Generalization) of LLMs via Detecting and Exploring Task-Specific Neurons
    2024/07/09 by Yongqi Leng, Deyi Xiong, Leng, Yongqi +1 · 7 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
  10. Multilingual Large Language Models: A Systematic Survey
    2024/11/17 by Shaolin Zhu, Zhu, Shaolin, Supryadi +16 · 10 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  11. FollowEval: A Multi-Dimensional Benchmark for Assessing the Instruction-Following Capability of Large Language Models
    2023/11/16 by Yimin Jing, Renren Jin, Jing, Yimin +11 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Online Learning and Analytics #Topic Modeling
  12. M3KE: A Massive Multi-Level Multi-Subject Knowledge Evaluation Benchmark for Chinese Large Language Models
    2023/05/17 by Chuang Liu, Renren Jin, Liu, Chuang +22 · 4 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
  13. Self-Pluralising Culture Alignment for Large Language Models
    2024/10/16 by Shaoyang Xu, Xu, Shaoyang, Yongqi Leng +5 · 7 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
  14. Efficiently Exploring Large Language Models for Document-Level Machine Translation with In-context Learning
    2024/06/11 by Menglong Cui, Cui, Menglong, Jiangcun Du +5 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  15. Automated Progressive Red Teaming
    2024/07/04 by Bojian Jiang, Jing Yi, Jiang, Bojian +8 · 5 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications
  16. Do Large Language Models Mirror Cognitive Language Processing?
    2024/02/28 by Yuqi Ren, Ren, Yuqi, Renren Jin +5 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  17. Enhanced aspect-based sentiment analysis models with progressive self-supervised attention learning
    2021/02/19 by Jinsong Su, Jialong Tang, Hui Jiang +6 · 6 citations
    Computer Science · #Sentiment Analysis and Opinion Mining #Topic Modeling #Text and Document Classification Technologies
  18. RiSAWOZ: A Large-Scale Multi-Domain Wizard-of-Oz Dataset with Rich Semantic Annotations for Task-Oriented Dialogue Modeling
    2020/10/17 by Jun Quan, Shian Zhang, Quan, Jun +7 · 2 citations
    Computer Science · #Topic Modeling #Speech and dialogue systems #Natural Language Processing Techniques
  19. Star-Agents: Automatic Data Optimization with LLM Agents for Instruction Tuning
    2024/11/21 by Hang Zhou, Yehui Tang, Zhou, Hang +13 · 7 citations
    Business, Management and Accounting · Computer Science · #Artificial Intelligence (cs.AI) #Business Process Modeling and Analysis #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Semantic Web and Ontologies
  20. Cycle-Consistent Adversarial Autoencoders for Unsupervised Text Style Transfer
    2020/10/02 by Yufang Huang, Huang, Yufang, Wentao Zhu +9 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Handwritten Text Recognition Techniques #Machine Learning (cs.LG) #Music and Audio Processing
  21. ChatSOP: An SOP-Guided MCTS Planning Framework for Controllable LLM Dialogue Agents
    2024/07/04 by Zhigen Li, Jianxiang Peng, Li, Zhigen +28 · 4 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech and dialogue systems
  22. Neural Machine Translation Advised by Statistical Machine Translation
    2016/10/17 by Xing Wang, Zhengdong Lu, Wang, Xing +9 · 2 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Handwritten Text Recognition Techniques
  23. Language Representation Projection: Can We Transfer Factual Knowledge across Languages in Multilingual Language Models?
    2023/11/07 by Shaoyang Xu, Junzhuo Li, Xu, Shaoyang +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
  24. FineMath: A Fine-Grained Mathematical Evaluation Benchmark for Chinese Large Language Models
    2024/03/12 by Yan Liu, Renren Jin, Liu, Yan +7 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  25. CMoralEval: A Moral Evaluation Benchmark for Chinese Large Language Models
    2024/08/19 by Linhao Yu, Yongqi Leng, Yu, Linhao +21 · 4 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Topic Modeling
  26. X-RiSAWOZ: High-Quality End-to-End Multilingual Dialogue Datasets and Few-shot Agents
    2023/06/30 by Mehrad Moradshahi, Tianhao Shen, Moradshahi, Mehrad +35 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  27. BiPaR: A Bilingual Parallel Dataset for Multilingual and Cross-lingual Reading Comprehension on Novels
    2019/10/11 by Yimin Jing, Deyi Xiong, Jing, Yimin +3 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
  28. Secoco: Self-Correcting Encoding for Neural Machine Translation
    2021/08/27 by Tao Wang, Chengqi Zhao, Wang, Tao +9 · 1 citation
    Computer Science · #68T50 #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7 #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
  29. A GRU-Gated Attention Model for Neural Machine Translation
    2017/04/27 by Biao Zhang, Zhang, Biao, Deyi Xiong +3 · 4 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Handwritten Text Recognition Techniques
  30. ConTrans: Weak-to-Strong Alignment Engineering via Concept Transplantation
    2024/05/22 by Weilong Dong, Xinwei Wu, Dong, Weilong +7 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Computation and Language (cs.CL) #DNA and Biological Computing #FOS: Computer and information sciences #Machine Learning and Algorithms
  31. Translating Phrases in Neural Machine Translation
    2017/08/07 by Xing Wang, Wang, Xing, Zhaopeng Tu +5 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  32. MoE-CT: A Novel Approach For Large Language Models Training With Resistance To Catastrophic Forgetting
    2024/06/25 by Tianhao Li, Li, Tianhao, Shangjie Li +7 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  33. Swing Distillation: A Privacy-Preserving Knowledge Distillation Framework
    2022/12/16 by Junzhuo Li, Li, Junzhuo, Xinwei Wu +9 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  34. LANDeRMT: Detecting and Routing Language-Aware Neurons for Selectively Finetuning LLMs to Machine Translation
    2024/09/29 by Shaolin Zhu, Leiyu Pan, Zhu, Shaolin +5 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
  35. Learning to Reuse Translations: Guiding Neural Machine Translation with Examples
    2019/11/25 by Qian Cao, Cao, Qian, Shaohui Kuang +3 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  36. OpenEval: Benchmarking Chinese LLMs across Capability, Alignment and Safety
    2024/03/18 by Chuang Liu, Linhao Yu, Liu, Chuang +25 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #Digital Rights Management and Security #FOS: Computer and information sciences #Semantic Web and Ontologies
  37. Overcoming language barriers via machine translation with sparse Mixture-of-Experts fusion of large language models
    2025/05/01 by Shaolin Zhu, Leiyu Pan, Dong Jian +1 · 2 citations
  38. Decoding at the Speed of Thought: Harnessing Parallel Decoding of Lexical Units for LLMs
    2024/05/24 by Chenxi Sun, Hongzhi Zhang, Sun, Chenxi +19 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Library Science and Information Systems #Mathematics, Computing, and Information Processing #Natural Language Processing Techniques
  39. FuxiTranyu: A Multilingual Large Language Model Trained with Balanced Data
    2024/08/12 by Haoran Sun, Sun, Haoran, Renren Jin +22 · 2 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
  40. Evaluating Multimodal Large Language Models on Video Captioning via Monte Carlo Tree Search
    2025/06/11 by Linhao Yu, Xiaohua Ji, Yu, Linhao +17 · 2 citations
    Computer Science · Arts and Humanities · #Multimodal Machine Learning Applications #Subtitles and Audiovisual Media #Video Analysis and Summarization
  41. D2VBench: Benchmarking Large Language Models with Value Dilemmas in Daily Scenarios
    2026/07/22 by Siyi Hao, Yidi Cao, Linhao Yu +2
    #cs.CL
  42. LKValues: Aligning Large Language Models with Sri Lankan Societal Values
    2026/07/22 by Nethmi Muthugala, Supryadi, Surangika Ranathunga +7
    #cs.CL
  43. Pancasila-Dilemmas: Evaluating Large Language Models on Indonesian Human Value Dilemmas Grounded in Pancasila
    2026/07/20 by Supryadi, Irfan, Julianti +4
    #cs.CL