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Jingbo Shang

  1. LiveCodeBench Pro: How Do Olympiad Medalists Judge LLMs in Competitive Programming?
    2025/06/13 by Zihan Zheng, Zerui Cheng, Zheng, Zihan +35 · 8 voices · 16 citations
    #cs.SE #cs.AI #cs.CL #cs.LG
  2. Text Is All You Need: Learning Language Representations for Sequential Recommendation
    2023/05/23 by Jiacheng Li, Li, Jiacheng, Ming Wang +11 · 25 citations
    Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Topic Modeling
  3. Large Language Models for Time Series: A Survey
    2024/02/02 by Xiyuan Zhang, Ranak Roy Chowdhury, Zhang, Xiyuan +5 · 22 citations
    Computer Science · #Topic Modeling #Advanced Text Analysis Techniques
  4. ClusterLLM: Large Language Models as a Guide for Text Clustering
    2023/05/24 by Yuwei Zhang, Zhang, Yuwei, Zihan Wang +3 · 17 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling
  5. Learning Concise and Descriptive Attributes for Visual Recognition
    2023/08/07 by An Yan, Yan, An, Yu Wang +15 · 12 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
  6. LayoutReader: Pre-training of Text and Layout for Reading Order Detection
    2021/08/26 by Zilong Wang, Yiheng Xu, Wang, Zilong +7 · 8 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Natural Language Processing Techniques #Topic Modeling
  7. MEMORYLLM: Towards Self-Updatable Large Language Models
    2024/02/07 by Yu Wang, Wang, Yu, Xiusi Chen +13 · 12 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
  8. OfficeBench: Benchmarking Language Agents across Multiple Applications for Office Automation
    2024/07/26 by Zilong Wang, Yuedong Cui, Wang, Zilong +11 · 12 citations
    Computer Science · Engineering · #Multi-Agent Systems and Negotiation #Scheduling and Optimization Algorithms #Advanced Manufacturing and Logistics Optimization
  9. Empower Sequence Labeling with Task-Aware Neural Language Model
    2017/09/13 by Liyuan Liu, Liu, Liyuan, Jingbo Shang +11 · 7 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  10. Visual Prompting in Multimodal Large Language Models: A Survey
    2024/09/05 by Junda Wu, Wu, Junda, Zhehao Zhang +27 · 11 citations
    Computer Science · #Multimodal Machine Learning Applications #Topic Modeling
  11. Automated Phrase Mining from Massive Text Corpora
    2017/02/15 by Jingbo Shang, Shang, Jingbo, Jialu Liu +9 · 3 citations
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  12. Goal-Driven Explainable Clustering via Language Descriptions
    2023/05/23 by Zihan Wang, Wang, Zihan, Jingbo Shang +3 · 5 citations
    Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  13. Multi-step Problem Solving Through a Verifier: An Empirical Analysis on Model-induced Process Supervision
    2024/02/05 by Zihan Wang, Wang, Zihan, Yunxuan Li +11 · 6 citations
    Business, Management and Accounting · Engineering · #Artificial Intelligence (cs.AI) #Business Process Modeling and Analysis #Collaboration in agile enterprises #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotic Process Automation Applications
  14. Robust and Interpretable Medical Image Classifiers via Concept Bottleneck Models
    2023/10/04 by An Yan, Yu Wang, Yan, An +19 · 5 citations
    Computer Science · Health Professions · #Artificial Intelligence in Healthcare #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare
  15. Answer is All You Need: Instruction-following Text Embedding via Answering the Question
    2024/02/15 by Letian Peng, Peng, Letian, Yuwei Zhang +11 · 5 citations
    Computer Science · Psychology · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Innovative Teaching and Learning Methods #Speech and dialogue systems #Topic Modeling
  16. Adaptation of Agentic AI: A Survey of Post-Training, Memory, and Skills
    2025/12/18 by Pengcheng Jiang, Jiacheng Lin, Jiang, Pengcheng +67 · 5 voices · 2 citations
    Computer Science · #AI-based Problem Solving and Planning #Advanced Software Engineering Methodologies #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Reinforcement Learning in Robotics #cs.AI #cs.CL
  17. Learning Named Entity Tagger using Domain-Specific Dictionary
    2018/09/10 by Jingbo Shang, Shang, Jingbo, Liyuan Liu +9 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling
  18. Smaller Language Models are capable of selecting Instruction-Tuning Training Data for Larger Language Models
    2024/02/16 by Dheeraj Mekala, Mekala, Dheeraj, Alex Nguyen +3 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  19. AI-native Memory 2.0: Second Me
    2025/03/11 by Wei, Jiale, Xiang Ying, Ying, Xiang +8 · 6 citations
    Decision Sciences · Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Robotics and Automated Systems #Scientific Computing and Data Management
  20. Data Contamination Can Cross Language Barriers
    2024/06/19 by Feng Yao, Yufan Zhuang, Yao, Feng +9 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data
  21. Configurable Foundation Models: Building LLMs from a Modular Perspective
    2024/09/04 by Chaojun Xiao, Xiao, Chaojun, Zhengyan Zhang +43 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Semantic Web and Ontologies
  22. MetaIE: Distilling a Meta Model from LLM for All Kinds of Information Extraction Tasks
    2024/03/30 by Letian Peng, Zilong Wang, Peng, Letian +7 · 2 citations
    Decision Sciences · Computer Science · #Data Quality and Management #Neural Networks and Applications #Natural Language Processing Techniques
  23. UniMTS: Unified Pre-training for Motion Time Series
    2024/10/18 by Xiyuan Zhang, Diyan Teng, Zhang, Xiyuan +11 · 3 citations
    Computer Science · #Time Series Analysis and Forecasting #Anomaly Detection Techniques and Applications
  24. The Price of Format: Diversity Collapse in LLMs
    2025/05/25 by Longfei Yun, Yun, Longfei, Chenyang An +7 · 5 citations
    Business, Management and Accounting · Computer Science · #Artificial Intelligence (cs.AI) #Business Law and Ethics #Computation and Language (cs.CL) #FOS: Computer and information sciences #Law, AI, and Intellectual Property #Machine Learning (cs.LG)
  25. AI-native Memory: A Pathway from LLMs Towards AGI
    2024/06/26 by Jingbo Shang, Zai Zheng, Shang, Jingbo +8 · 2 citations
    Decision Sciences · Computer Science · #Scientific Computing and Data Management #Advanced Data Storage Technologies
  26. A Survey on Personalized and Pluralistic Preference Alignment in Large Language Models
    2025/04/09 by Zhouhang Xie, Junda Wu, Xie, Zhouhang +20 · 5 citations
    Computer Science · #Recommender Systems and Techniques #Topic Modeling #Natural Language Processing Techniques
  27. Label Noise in Adversarial Training: A Novel Perspective to Study Robust Overfitting
    2021/10/07 by Chengyu Dong, Dong, Chengyu, Liyuan Liu +3 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
  28. SetExpan: Corpus-Based Set Expansion via Context Feature Selection and Rank Ensemble
    2019/10/17 by Jiaming Shen, Shen, Jiaming, Zeqiu Wu +9 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling
  29. Empower Entity Set Expansion via Language Model Probing
    2020/04/29 by Yunyi Zhang, Zhang, Yunyi, Jiaming Shen +5 · 1 citation
    Computer Science · Decision Sciences · #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  30. Progressive Sentiment Analysis for Code-Switched Text Data
    2022/10/25 by Sudhanshu Ranjan, Ranjan, Sudhanshu, Dheeraj Mekala +3 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  31. Evaluating the Smooth Control of Attribute Intensity in Text Generation with LLMs
    2024/06/06 by Shang‐Ming Zhou, Feng Yao, Zhou, Shang +7 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
  32. Towards Diverse and Coherent Augmentation for Time-Series Forecasting
    2023/03/24 by Xiyuan Zhang, Ranak Roy Chowdhury, Zhang, Xiyuan +7 · 1 citation
    Computer Science · Decision Sciences · #Time Series Analysis and Forecasting #Anomaly Detection Techniques and Applications #Stock Market Forecasting Methods
  33. RNR: Teaching Large Language Models to Follow Roles and Rules
    2024/09/10 by Kuan Wang, Wang, Kuan, Alexander Bukharin +20 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Natural Language Processing Techniques #Topic Modeling
  34. Learning a Decision Tree Algorithm with Transformers
    2024/02/06 by Yufan Zhuang, Zhuang, Yufan, Liyuan Liu +7 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Mining Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG)
  35. Optimizing Language Model's Reasoning Abilities with Weak Supervision
    2024/05/07 by Yongqi Tong, Sizhe Wang, Tong, Yongqi +15 · 1 citation
    Computer Science · #Natural Language Processing Techniques
  36. Attention Reveals More Than Tokens: Training-Free Long-Context Reasoning with Attention-guided Retrieval
    2025/03/12 by Yuwei Zhang, Jayanth Srinivasa, Zhang, Yuwei +5 · 2 citations
    Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  37. Incubating Text Classifiers Following User Instruction with Nothing but LLM
    2024/04/16 by Letian Peng, Peng, Letian, Jingbo Shang +1 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text and Document Classification Technologies
  38. Text Grafting: Near-Distribution Weak Supervision for Minority Classes in Text Classification
    2024/06/17 by Letian Peng, Yi Gu, Peng, Letian +7 · 1 citation
    Computer Science · #Text and Document Classification Technologies #Spam and Phishing Detection #Internet Traffic Analysis and Secure E-voting
  39. Process Reward Informed Tree Rollout for Effective Multi-Turn RL
    2026/07/17 by Xintong Li, Sha Li, Yuwei Zhang +8
    #cs.CL #cs.AI #cs.LG
  40. RRPO: Reference-Relative Policy Optimization with Stratified Conditional Rollouts
    2026/07/20 by Yuxin Xiong, Xunyi Jiang, Rohan Surana +8
    #cs.LG #cs.AI