vix.ing · top · new · best · stats · spec

Zhaopeng Tu

  1. Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMs
    2024/12/30 by Xingyu Chen, Jiahao Xu, Chen, Xingyu +27 · 2 voices · 140 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #cs.CL #semigroups and automata theory
  2. Encouraging Divergent Thinking in Large Language Models through Multi-Agent Debate
    2023/05/30 by Liang Tian, Zhiwei He, Liang, Tian +15 · 201 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  3. Thoughts Are All Over the Place: On the Underthinking of o1-Like LLMs
    2025/01/30 by Yue Wang, Wang, Yue, Qiuzhi Liu +27 · 4 voices · 45 citations
    Computer Science · Social Sciences · #Artificial Intelligence in Law #Digital Rights Management and Security #cs.CL
  4. Crossing the Reward Bridge: Expanding RL with Verifiable Rewards Across Diverse Domains
    2025/03/31 by Yi Su, Su Yi, Su, Yi +15 · 3 voices · 47 citations
    Computer Science · Materials Science · #Machine Learning in Materials Science #Multimodal Machine Learning Applications #Topic Modeling #cs.CL
  5. GPT-4 Is Too Smart To Be Safe: Stealthy Chat with LLMs via Cipher
    2023/08/12 by Youliang Yuan, Wenxiang Jiao, Yuan, Youliang +11 · 62 citations
    Computer Science · Medicine · #Topic Modeling #Artificial Intelligence in Healthcare and Education #Natural Language Processing Techniques
  6. A Deep Memory-based Architecture for Sequence-to-Sequence Learning
    2015/06/22 by Fandong Meng, Meng, Fandong, Zhengdong Lu +7 · 1 voice · 4 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Multimodal Machine Learning Applications
  7. DeepMath-103K: A Large-Scale, Challenging, Decontaminated, and Verifiable Mathematical Dataset for Advancing Reasoning
    2025/04/15 by Zhiwei He, Tian Liang, He, Zhiwei +27 · 79 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning and Data Classification #Multimodal Machine Learning Applications #Topic Modeling
  8. Is ChatGPT A Good Translator? Yes With GPT-4 As The Engine
    2023/01/20 by Wenxiang Jiao, Jiao, Wenxiang, Wenxuan Wang +9 · 1 voice · 10 citations
    Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Explainable Artificial Intelligence (XAI) #Topic Modeling #cs.CL
  9. Benchmarking LLMs via Uncertainty Quantification
    2024/01/23 by Fanghua Ye, Ye, Fanghua, Mingming Yang +13 · 22 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  10. Document-Level Machine Translation with Large Language Models
    2023/04/05 by Longyue Wang, Wang, Longyue, Chenyang Lyu +11 · 12 citations
    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
  11. Macaw-LLM: Multi-Modal Language Modeling with Image, Audio, Video, and Text Integration
    2023/06/15 by Chenyang Lyu, Lyu, Chenyang, Minghao Wu +13 · 12 citations
    Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  12. GliDe with a CaPE: A Low-Hassle Method to Accelerate Speculative Decoding
    2024/02/03 by Cunxiao Du, Jing Jiang, Du, Cunxiao +19 · 14 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Algorithms and Data Compression #Cellular Automata and Applications #Computation and Language (cs.CL) #DNA and Biological Computing #FOS: Computer and information sciences
  13. On the "Naturalness" of Buggy Code
    2015/06/03 by Baishakhi Ray, Ray, Baishakhi, Vincent J. Hellendoorn +9 · 5 citations
    Computer Science · #Software Engineering Research #Advanced Malware Detection Techniques #Software Reliability and Analysis Research
  14. Emotionally Numb or Empathetic? Evaluating How LLMs Feel Using EmotionBench
    2023/08/07 by Jen-tse Huang, Huang, Jen-tse, Man Ho Lam +13 · 9 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Healthcare #Topic Modeling
  15. Critical Tokens Matter: Token-Level Contrastive Estimation Enhances LLM's Reasoning Capability
    2024/11/29 by Zicheng Lin, Lin, Zicheng, Liang Tian +16 · 15 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Security and Verification in Computing
  16. Can Watermarks Survive Translation? On the Cross-lingual Consistency of Text Watermark for Large Language Models
    2024/02/21 by Zhiwei He, He, Zhiwei, Binglin Zhou +13 · 7 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Natural Language Processing Techniques #Topic Modeling
  17. On the Inference Calibration of Neural Machine Translation
    2020/05/03 by Shuo Wang, Wang, Shuo, Zhaopeng Tu +5 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  18. How Far Are We on the Decision-Making of LLMs? Evaluating LLMs' Gaming Ability in Multi-Agent Environments
    2024/03/18 by Jen-tse Huang, Huang, Jen-tse, Eric John Li +17 · 6 citations
    Business, Management and Accounting · Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FinTech, Crowdfunding, Digital Finance #Franchising Strategies and Performance #Open Source Software Innovations
  19. Not All Countries Celebrate Thanksgiving: On the Cultural Dominance in Large Language Models
    2023/10/19 by Wenxuan Wang, Wenxiang Jiao, Wang, Wenxuan +11 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  20. Rethinking the Value of Transformer Components
    2020/11/07 by Wenxuan Wang, Wang, Wenxuan, Zhaopeng Tu +1 · 3 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Multimodal Machine Learning Applications
  21. Trust, But Verify: A Self-Verification Approach to Reinforcement Learning with Verifiable Rewards
    2025/05/19 by Xiaoyuan Liu, Liu, Xiaoyuan, Tian Liang +15 · 16 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Reinforcement Learning in Robotics #Topic Modeling
  22. Exploiting Cross-Sentence Context for Neural Machine Translation
    2017/04/14 by Longyue Wang, Wang, Longyue, Zhaopeng Tu +4 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  23. Exploiting Deep Representations for Neural Machine Translation
    2018/10/24 by Zi-Yi Dou, Zhaopeng Tu, Dou, Zi-Yi +7 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  24. SPC: Evolving Self-Play Critic via Adversarial Games for LLM Reasoning
    2025/04/27 by Jiaqi Chen, Chen, Jiaqi, Bang Zhang +11 · 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
  25. How Does Selective Mechanism Improve Self-Attention Networks?
    2020/05/03 by Xinwei Geng, Geng, Xinwei, Longyue Wang +9 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
  26. 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
  27. Findings of the WMT 2023 Shared Task on Discourse-Level Literary Translation: A Fresh Orb in the Cosmos of LLMs
    2023/11/06 by Longyue Wang, Zhaopeng Tu, Wang, Longyue +31 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  28. Two Experts Are All You Need for Steering Thinking: Reinforcing Cognitive Effort in MoE Reasoning Models Without Additional Training
    2025/05/20 by Xingyu Chen, Wang, Mengru, Yue Wang +25 · 8 citations
    Computer Science · #Cognitive Science and Mapping #AI-based Problem Solving and Planning
  29. Salute the Classic: Revisiting Challenges of Machine Translation in the Age of Large Language Models
    2024/01/16 by Jianhui Pang, Pang, Jianhui, Fanghua Ye +11 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  30. Findings of the WMT 2024 Shared Task on Discourse-Level Literary Translation
    2024/12/16 by Longyue Wang, Wang, Longyue, Siyou Liu +25 · 4 citations
    Computer Science · #Natural Language Processing Techniques
  31. On the Cultural Gap in Text-to-Image Generation
    2023/07/06 by Bingshuai Liu, Longyue Wang, Liu, Bingshuai +11 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Multimodal Machine Learning Applications #Video Analysis and Summarization
  32. 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
  33. Multi-Head Attention with Disagreement Regularization
    2018/10/24 by Jian Li, Li, Jian, Zhaopeng Tu +7 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  34. Chain-of-Jailbreak Attack for Image Generation Models via Editing Step by Step
    2024/10/04 by Wenxuan Wang, Wang, Wenxuan, Youliang Yuan +11 · 3 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimedia (cs.MM)
  35. Can't See the Forest for the Trees: Benchmarking Multimodal Safety Awareness for Multimodal LLMs
    2025/02/16 by Wenxuan Wang, Xiaoyuan Liu, Wang, Wenxuan +11 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimedia (cs.MM) #Natural Language Processing Techniques #Semantic Web and Ontologies #Speech and dialogue systems
  36. LivingArena: Do LLMs Know What Other LLMs Don't? Peer-Probing as Scalable Evaluation
    2026/06/19 by Xingyu Chen, Rui Wang, Zhaopeng Tu +1 · 1 voice
    #cs.AI
  37. RLVER: Reinforcement Learning with Verifiable Emotion Rewards for Empathetic Agents
    2025/07/03 by Ruijuan Ma, Wang, Peisong, Ma, Ruotian +26 · 7 citations
    Computer Science · #Reinforcement Learning in Robotics
  38. CoAct: A Global-Local Hierarchy for Autonomous Agent Collaboration
    2024/06/19 by Xinming Hou, Mingming Yang, Hou, Xinming +9 · 2 citations
    Computer Science · #Multi-Agent Systems and Negotiation #Semantic Web and Ontologies
  39. 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
  40. Language Models are Good Translators
    2021/06/25 by Shuo Wang, Zhaopeng Tu, Wang, Shuo +9 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  41. DeepTheorem: Advancing LLM Reasoning for Theorem Proving Through Natural Language and Reinforcement Learning
    2025/05/29 by Ziyin Zhang, Zhang, Ziyin, Jiahao Xu +23 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Logic, programming, and type systems #Multi-Agent Systems and Negotiation #Software Engineering Research
  42. DRPruning: Efficient Large Language Model Pruning through Distributionally Robust Optimization
    2024/11/21 by Hexuan Deng, Wenxiang Jiao, Deng, Hexuan +8 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Speech and dialogue systems
  43. Leveraging Word Guessing Games to Assess the Intelligence of Large Language Models
    2023/10/31 by Liang Tian, Zhiwei He, Liang, Tian +16 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  44. NewTerm: Benchmarking Real-Time New Terms for Large Language Models with Annual Updates
    2024/10/28 by Hexuan Deng, Deng, Hexuan, Wenxiang Jiao +7 · 2 citations
    Computer Science · #Topic Modeling
  45. Teaching LLMs to Refine with Tools
    2024/12/22 by Dapeng Yu, Yanfeng Zhang, Yu, Dian +13 · 1 citation
    Social Sciences · Computer Science · #Artificial Intelligence in Law #Natural Language Processing Techniques #Library Science and Information Systems
  46. Don't Get Lost in the Trees: Streamlining LLM Reasoning by Overcoming Tree Search Exploration Pitfalls
    2025/02/16 by Ante Wang, Wang, Ante, Linfeng Song +15 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
  47. Neural Machine Translation with Key-Value Memory-Augmented Attention
    2018/06/29 by Fandong Meng, Meng, Fandong, Zhaopeng Tu +11 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling