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Huang, Shujian

  1. A Wolf in Sheep's Clothing: Generalized Nested Jailbreak Prompts can Fool Large Language Models Easily
    2023/11/14 by Peng Ding, Ding, Peng, Kuang, Jun +10 · 60 citations
    Social Sciences · #Computational and Text Analysis Methods #Crime Patterns and Interventions
  2. Multilingual Machine Translation with Large Language Models: Empirical Results and Analysis
    2023/04/10 by Zhu, Wenhao, Liu, Hongyi, Dong, Qingxiu +5 · 14 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  3. Diffusion Language Models Are Versatile Protein Learners
    2024/02/28 by Xinyou Wang, Zaixiang Zheng, Wang, Xinyou +9 · 16 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomolecules (q-bio.BM) #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Bioinformatics #Natural Language Processing Techniques #Topic Modeling
  4. MAPO: Advancing Multilingual Reasoning through Multilingual Alignment-as-Preference Optimization
    2024/01/12 by She, Shuaijie, Zou, Wei, Huang, Shujian +4 · 11 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  5. DPLM-2: A Multimodal Diffusion Protein Language Model
    2024/10/17 by Wang, Xinyou, Zheng, Zaixiang, Ye, Fei +3 · 16 citations
    #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Quantitative Methods (q-bio.QM)
  6. Extrapolating Large Language Models to Non-English by Aligning Languages
    2023/08/09 by Wenhao Zhu, Zhu, Wenhao, Yunzhe Lv +15 · 6 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  7. Question Translation Training for Better Multilingual Reasoning
    2024/01/15 by Wenhao Zhu, Zhu, Wenhao, Shujian Huang +9 · 7 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  8. EDT: Improving Large Language Models' Generation by Entropy-based Dynamic Temperature Sampling
    2024/03/21 by Shimao Zhang, Yu Bao, Zhang, Shimao +3 · 7 citations
    Computer Science · #Topic Modeling
  9. R-PRM: Reasoning-Driven Process Reward Modeling
    2025/03/27 by Shuaijie She, Junxiao Liu, She, Shuaijie +9 · 15 citations
    Business, Management and Accounting · #Business Process Modeling and Analysis
  10. Generating Sentences from Disentangled Syntactic and Semantic Spaces
    2019/07/06 by Bao, Yu, Zhou, Hao, Huang, Shujian +5 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  11. Multilingual Pretraining and Instruction Tuning Improve Cross-Lingual Knowledge Alignment, But Only Shallowly
    2024/04/06 by Gao, Changjiang, Hu, Hongda, Hu, Peng +3 · 6 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  12. Hallu-PI: Evaluating Hallucination in Multi-modal Large Language Models within Perturbed Inputs
    2024/08/02 by Ding, Peng, Wu, Jingyu, Kuang, Jun +6 · 6 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimedia (cs.MM)
  13. Eliciting the Translation Ability of Large Language Models via Multilingual Finetuning with Translation Instructions
    2023/05/24 by Li, Jiahuan, Zhou, Hao, Huang, Shujian +2 · 4 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  14. Large Language Models Are Cross-Lingual Knowledge-Free Reasoners
    2024/06/24 by Peng Hu, Hu, Peng, Sizhe Liu +13 · 5 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
  15. EfficientRAG: Efficient Retriever for Multi-Hop Question Answering
    2024/08/08 by Zhuang, Ziyuan, Zhang, Zhiyang, Cheng, Sitao +7 · 5 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  16. Prompt Agnostic Essay Scorer: A Domain Generalization Approach to Cross-prompt Automated Essay Scoring
    2020/08/04 by Robert Ridley, Ridley, Robert, Liang He +7 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  17. Process-based Self-Rewarding Language Models
    2025/03/05 by Zhang, Shimao, Liu, Xiao, Zhang, Xin +4 · 8 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  18. A Numerical Reasoning Question Answering System with Fine-grained Retriever and the Ensemble of Multiple Generators for FinQA
    2022/06/17 by Wang, Bin, Ju, Jiangzhou, Mao, Yunlin +3 · 2 citations
    Computer Science · Decision Sciences · #Artificial Intelligence in Games #Computation and Language (cs.CL) #FOS: Computer and information sciences #Stock Market Forecasting Methods #Topic Modeling
  19. PreAlign: Boosting Cross-Lingual Transfer by Early Establishment of Multilingual Alignment
    2024/07/23 by Li, Jiahuan, Huang, Shujian, Ching, Aarron +2 · 4 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  20. Investigating and Scaling up Code-Switching for Multilingual Language Model Pre-Training
    2025/04/02 by Wang, Zhijun, Li, Jiahuan, Zhou, Hao +7 · 5 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  21. Food-500 Cap: A Fine-Grained Food Caption Benchmark for Evaluating Vision-Language Models
    2023/08/06 by Ma, Zheng, Pan, Mianzhi, Wu, Wenhan +4 · 2 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  22. Multi-Candidate Speculative Decoding
    2024/01/12 by Yang, Sen, Huang, Shujian, Dai, Xinyu +1 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  23. SLAM: Towards Efficient Multilingual Reasoning via Selective Language Alignment
    2025/01/07 by Yongyu Mu, Fan, Yuchun, Yilin Wang +16 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  24. BenchMAX: A Comprehensive Multilingual Evaluation Suite for Large Language Models
    2025/02/11 by Xu Huang, Wenhao Zhu, Huang, Xu +11 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  25. Latent Opinions Transfer Network for Target-Oriented Opinion Words Extraction
    2020/01/07 by Wu, Zhen, Zhao, Fei, Dai, Xin-Yu +2 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  26. Transformer-based Multi-Aspect Modeling for Multi-Aspect Multi-Sentiment Analysis
    2020/11/01 by Zhen Wu, Wu, Zhen, Chengcan Ying +7 · 1 citation
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Sentiment Analysis and Opinion Mining #Topic Modeling
  27. Non-Autoregressive Translation by Learning Target Categorical Codes
    2021/03/21 by Bao, Yu, Huang, Shujian, Xiao, Tong +3 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  28. Adaptive Nearest Neighbor Machine Translation
    2021/05/27 by Zheng, Xin, Zhang, Zhirui, Guo, Junliang +4 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  29. Multilingual Contrastive Decoding via Language-Agnostic Layers Skipping
    2024/07/15 by Wenhao Zhu, Sizhe Liu, Zhu, Wenhao +9 · 2 citations
    Computer Science · #Algorithms and Data Compression #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis
  30. MoE-LPR: Multilingual Extension of Large Language Models through Mixture-of-Experts with Language Priors Routing
    2024/08/21 by Hao Zhou, Zhijun Wang, Zhou, Hao +15 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  31. The First Impression Problem: Internal Bias Triggers Overthinking in Reasoning Models
    2025/05/22 by Dang, Renfei, Li, Zhening, Huang, Shujian +1 · 4 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  32. Structure-Unified M-Tree Coding Solver for MathWord Problem
    2022/10/22 by Bin Wang, Wang, Bin, Jiangzhou Ju +9 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Mathematics, Computing, and Information Processing #Natural Language Processing Techniques #Topic Modeling
  33. What Knowledge Is Needed? Towards Explainable Memory for kNN-MT Domain Adaptation
    2022/11/08 by Wenhao Zhu, Zhu, Wenhao, Shujian Huang +7 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  34. MT-PATCHER: Selective and Extendable Knowledge Distillation from Large Language Models for Machine Translation
    2024/03/14 by Li, Jiahuan, Cheng, Shanbo, Huang, Shujian +1 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  35. Elucidating the Design Space of Multimodal Protein Language Models
    2025/04/15 by Hsieh, Cheng-Yen, Wang, Xinyou, Zhang, Daiheng +5 · 3 citations
    #Artificial Intelligence (cs.AI) #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Quantitative Methods (q-bio.QM)
  36. Selective Knowledge Distillation for Non-Autoregressive Neural Machine Translation
    2023/03/31 by Liu, Min, Bao, Yu, Zhao, Chengqi +1 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  37. BLEURT Has Universal Translations: An Analysis of Automatic Metrics by Minimum Risk Training
    2023/07/06 by Yan, Yiming, Wang, Tao, Zhao, Chengqi +3 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  38. Roles of Scaling and Instruction Tuning in Language Perception: Model vs. Human Attention
    2023/10/29 by Gao, Changjiang, Huang, Shujian, Li, Jixing +1 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  39. Dynamic Demonstrations Controller for In-Context Learning
    2023/09/30 by Zhao, Fei, Pang, Taotian, Wu, Zhen +3 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  40. Why Not Transform Chat Large Language Models to Non-English?
    2024/05/22 by Geng, Xiang, Zhu, Ming, Li, Jiahuan +14 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  41. The Power of Question Translation Training in Multilingual Reasoning: Broadened Scope and Deepened Insights
    2024/05/02 by Zhu, Wenhao, Huang, Shujian, Yuan, Fei +3 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  42. Towards Making the Most of Context in Neural Machine Translation
    2020/02/19 by Zaixiang Zheng, Zheng, Zaixiang, Xiang Yue +7 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  43. Getting More from Less: Large Language Models are Good Spontaneous Multilingual Learners
    2024/05/22 by Shimao Zhang, Zhang, Shimao, Changjiang Gao +15 · 1 citation
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
  44. Formality is Favored: Unraveling the Learning Preferences of Large Language Models on Data with Conflicting Knowledge
    2024/10/07 by Li, Jiahuan, Cao, Yiqing, Huang, Shujian +1 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  45. "I've Heard of You!": Generate Spoken Named Entity Recognition Data for Unseen Entities
    2024/12/26 by Jiawei Yu, Yu, Jiawei, Xiang Geng +19 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech and dialogue systems