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Dongmei Zhang

  1. SpreadsheetLLM: Encoding Spreadsheets for Large Language Models
    2024/07/12 by Haoyu Dong, Jianbo Zhao, Dong, Haoyu +20 · 4 voices · 5 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
  2. Large Language Model-Brained GUI Agents: A Survey
    2024/11/27 by Chaoyun Zhang, Shilin He, Zhang, Chaoyun +25 · 7 voices · 56 citations
    Computer Science · Engineering · #Natural Language Processing Techniques #Robotics and Automated Systems #Topic Modeling #cs.AI #cs.CL #cs.HC
  3. Deep API Learning
    2016/05/27 by Xiaodong Gu, Hongyu Zhang, Gu, Xiaodong +5 · 1 voice · 4 citations
    Computer Science · #Software Engineering Research #Software System Performance and Reliability #Web Data Mining and Analysis #cs.CL #cs.LG #cs.NE #cs.SE
  4. Towards Complex Text-to-SQL in Cross-Domain Database with Intermediate Representation
    2019/05/20 by Jiaqi Guo, Guo, Jiaqi, Zecheng Zhan +11 · 28 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Web Data Mining and Analysis
  5. LLMLingua-2: Data Distillation for Efficient and Faithful Task-Agnostic Prompt Compression
    2024/03/19 by Zhuoshi Pan, Qianhui Wu, Pan, Zhuoshi +23 · 51 citations
    Computer Science · #Algorithms and Data Compression #Computation and Language (cs.CL) #Computational Physics and Python Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques
  6. HiTab: A Hierarchical Table Dataset for Question Answering and Natural Language Generation
    2021/08/15 by Zhoujun Cheng, Cheng, Zhoujun, Haoyu Dong +15 · 26 citations
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Text and Document Classification Technologies #Topic Modeling
  7. Table Meets LLM: Can Large Language Models Understand Structured Table Data? A Benchmark and Empirical Study
    2023/05/22 by Yuan Sui, Sui, Yuan, Mengyu Zhou +7 · 28 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  8. UFO: A UI-Focused Agent for Windows OS Interaction
    2024/02/08 by Chaoyun Zhang, Liqun Li, Zhang, Chaoyun +21 · 29 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Context-Aware Activity Recognition Systems #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Mobile Agent-Based Network Management
  9. Automatic Root Cause Analysis via Large Language Models for Cloud Incidents
    2023/05/25 by Yinfang Chen, Chen, Yinfang, Huaibing Xie +31 · 21 citations
    Computer Science · Decision Sciences · #Software System Performance and Reliability #Data Quality and Management #Cloud Data Security Solutions
  10. Table-GPT: Table-tuned GPT for Diverse Table Tasks
    2023/10/13 by Peng Li, Yeye He, Li, Peng +15 · 16 citations
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #Databases (cs.DB) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  11. AI4VIS: Survey on Artificial Intelligence Approaches for Data Visualization
    2021/02/02 by Aoyu Wu, Yun Wang, Wu, Aoyu +13 · 10 citations
    Computer Science · #Data Analysis with R #Data Visualization and Analytics #FOS: Computer and information sciences #Graphics (cs.GR) #Human-Computer Interaction (cs.HC) #Video Analysis and Summarization
  12. CoCoSoDa: Effective Contrastive Learning for Code Search
    2022/04/07 by Ensheng Shi, Shi, Ensheng, Wang, Yanlin +11 · 12 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Software Engineering (cs.SE) #Topic Modeling #Web Data Mining and Analysis
  13. LayoutPrompter: Awaken the Design Ability of Large Language Models
    2023/11/11 by Jiawei Lin, Jiaqi Guo, Lin, Jiawei +9 · 15 citations
    Computer Science · #Handwritten Text Recognition Techniques #Multimodal Machine Learning Applications #Advanced Neural Network Applications
  14. RACE: Retrieval-Augmented Commit Message Generation
    2022/03/05 by Ensheng Shia, Shi, Ensheng, Yanlin Wang +12 · 8 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE) #Software Engineering Research #Topic Modeling #Web Data Mining and Analysis
  15. LayoutFormer++: Conditional Graphic Layout Generation via Constraint Serialization and Decoding Space Restriction
    2022/08/17 by Zhaoyun Jiang, Jiang, Zhaoyun, Jiaqi Guo +15 · 8 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques
  16. GBK-GNN: Gated Bi-Kernel Graph Neural Networks for Modeling Both Homophily and Heterophily
    2021/10/29 by Lun Du, Xiaozhou Shi, Du, Lun +11 · 7 citations
    Computer Science · Neuroscience · #Advanced Graph Neural Networks #Brain Tumor Detection and Classification #Recommender Systems and Techniques
  17. ImDiffusion: Imputed Diffusion Models for Multivariate Time Series Anomaly Detection
    2023/07/03 by Yuhang Chen, Chaoyun Zhang, Chen, Yuhang +17 · 9 citations
    Computer Science · Economics, Econometrics and Finance · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Complex Systems and Time Series Analysis #FOS: Computer and information sciences #Machine Learning (cs.LG) #Time Series Analysis and Forecasting
  18. MultiVision: Designing Analytical Dashboards with Deep Learning Based Recommendation
    2021/07/16 by Aoyu Wu, Yun Wang, Wu, Aoyu +11 · 6 citations
    Computer Science · Decision Sciences · #Data Visualization and Analytics #Scientific Computing and Data Management #Time Series Analysis and Forecasting
  19. TaskWeaver: A Code-First Agent Framework
    2023/11/29 by Bo Qiao, Liqun Li, Qiao, Bo +35 · 10 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  20. Everything of Thoughts: Defying the Law of Penrose Triangle for Thought Generation
    2023/11/07 by Ruomeng Ding, Ding, Ruomeng, Chaoyun Zhang +17 · 8 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
  21. GUI-Actor: Coordinate-Free Visual Grounding for GUI Agents
    2025/06/03 by Qianhui Wu, Kanzhi Cheng, Wu, Qianhui +32 · 28 citations
    Computer Science · #Multimodal Machine Learning Applications #Robotic Path Planning Algorithms #Gaze Tracking and Assistive Technology
  22. End-to-End Beam Retrieval for Multi-Hop Question Answering
    2023/08/17 by Jiahao Zhang, Haiyang Zhang, Zhang, Jiahao +7 · 7 citations
    Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Natural Language Processing Techniques
  23. Did We Miss Something Important? Studying and Exploring Variable-Aware Log Abstraction
    2023/04/22 by Zhenhao Li, Chuan Luo, Li, Zhenhao +11 · 7 citations
    Business, Management and Accounting · Computer Science · #Business Process Modeling and Analysis #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software System Performance and Reliability
  24. Demonstration of InsightPilot: An LLM-Empowered Automated Data Exploration System
    2023/04/02 by Pingchuan Ma, Rui Ding, Ma, Pingchuan +7 · 6 citations
    Decision Sciences · Computer Science · #Data Quality and Management #Topic Modeling #Natural Language Processing Techniques
  25. Hallucination Detection: Robustly Discerning Reliable Answers in Large Language Models
    2024/07/04 by Yuyan Chen, Chen, Yuyan, Qiang Fu +15 · 9 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Misinformation and Its Impacts #Seismology and Earthquake Studies #Topic Modeling
  26. Large Language Models can Deliver Accurate and Interpretable Time Series Anomaly Detection
    2024/05/24 by Jun Liu, Liu, Jun, Chaoyun Zhang +15 · 8 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  27. WonderFlow: Narration-Centric Design of Animated Data Videos
    2023/08/08 by Yun Wang, Wang, Yun, Leixian Shen +13 · 6 citations
    Computer Science · Social Sciences · #Digital Games and Media #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Multimedia Communication and Technology #Video Analysis and Summarization
  28. SWE-bench Goes Live!
    2025/05/29 by Linghao Zhang, Zhang, Linghao, Shilin He +27 · 19 citations
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Model-Driven Software Engineering Techniques #Scientific Computing and Data Management #Software Engineering (cs.SE) #Software Engineering Research
  29. Text-to-Viz: Automatic Generation of Infographics from Proportion-Related Natural Language Statements
    2019/07/22 by Weiwei Cui, Cui, Weiwei, Xiaoyu Zhang +15 · 3 citations
    Computer Science · #Data Visualization and Analytics #Advanced Text Analysis Techniques #Video Analysis and Summarization
  30. Reason-before-Retrieve: One-Stage Reflective Chain-of-Thoughts for Training-Free Zero-Shot Composed Image Retrieval
    2024/12/15 by Yuanmin Tang, Xiaoting Qin, Tang, Yuanmin +17 · 10 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Image Retrieval and Classification Techniques #Multimodal Machine Learning Applications
  31. SoTaNa: The Open-Source Software Development Assistant
    2023/08/25 by Ensheng Shi, Fengji Zhang, Shi, Ensheng +16 · 1 voice · 1 citation
    Computer Science · #Software Engineering Research #Software Engineering Techniques and Practices #Topic Modeling #cs.AI #cs.SE
  32. Assess and Summarize: Improve Outage Understanding with Large Language Models
    2023/05/29 by Pengxiang Jin, Jin, Pengxiang, Shenglin Zhang +29 · 5 citations
    Computer Science · #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software Reliability and Analysis Research #Software System Performance and Reliability
  33. LayoutDiffusion: Improving Graphic Layout Generation by Discrete Diffusion Probabilistic Models
    2023/03/21 by Junyi Zhang, Zhang, Junyi, Jiaqi Guo +7 · 4 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Handwritten Text Recognition Techniques #Image Processing and 3D Reconstruction
  34. Xpert: Empowering Incident Management with Query Recommendations via Large Language Models
    2023/12/19 by Yuxuan Jiang, Jiang, Yuxuan, Chaoyun Zhang +19 · 5 citations
    Computer Science · #Software System Performance and Reliability #IoT and Edge/Fog Computing #Context-Aware Activity Recognition Systems
  35. Table Pre-training: A Survey on Model Architectures, Pre-training Objectives, and Downstream Tasks
    2022/01/24 by Haoyu Dong, Zhoujun Cheng, Dong, Haoyu +15 · 3 citations
    Computer Science · Decision Sciences · #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Text and Document Classification Technologies #Topic Modeling
  36. FORTAP: Using Formulas for Numerical-Reasoning-Aware Table Pretraining
    2021/09/15 by Zhoujun Cheng, Cheng, Zhoujun, Haoyu Dong +11 · 3 citations
    Mathematics · Computer Science · #Statistics Education and Methodologies #Spreadsheets and End-User Computing #Data Visualization and Analytics
  37. Ploutos: Towards interpretable stock movement prediction with financial large language model
    2024/02/18 by Hanshuang Tong, Tong, Hanshuang, Jun Li +9 · 5 citations
    Decision Sciences · Economics, Econometrics and Finance · Engineering · #Artificial Intelligence (cs.AI) #Complex Systems and Time Series Analysis #Computation and Language (cs.CL) #Energy Load and Power Forecasting #FOS: Computer and information sciences #FOS: Economics and business #Statistical Finance (q-fin.ST) #Stock Market Forecasting Methods
  38. A Parse-Then-Place Approach for Generating Graphic Layouts from Textual Descriptions
    2023/08/24 by Jiawei Lin, Lin, Jiawei, Jiaqi Guo +11 · 4 citations
    Computer Science · Engineering · #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Human Motion and Animation
  39. Auto-Formula: Recommend Formulas in Spreadsheets using Contrastive Learning for Table Representations
    2024/04/19 by Sibei Chen, Chen, Sibei, Yeye He +13 · 5 citations
    Computer Science · Mathematics · #Computation and Language (cs.CL) #Databases (cs.DB) #FOS: Computer and information sciences #Programming Languages (cs.PL) #Spreadsheets and End-User Computing #Statistics Education and Methodologies
  40. XInsight: eXplainable Data Analysis Through The Lens of Causality
    2022/07/26 by Pingchuan Ma, Ma, Pingchuan, Rui Ding +7 · 3 citations
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Big Data Technologies and Applications #Data Mining Algorithms and Applications #Databases (cs.DB) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences
  41. Accelerating Code Search with Deep Hashing and Code Classification
    2022/03/29 by Wenchao Gu, Yanlin Wang, Gu, Wenchao +11 · 3 citations
    Computer Science · #Algorithms and Data Compression #Web Data Mining and Analysis #Advanced Image and Video Retrieval Techniques
  42. UFO2: The Desktop AgentOS
    2025/04/20 by Chaoyun Zhang, He Huang, Zhang, Chaoyun +39 · 11 citations
    Decision Sciences · Computer Science · #Personal Information Management and User Behavior #Multi-Agent Systems and Negotiation #Usability and User Interface Design
  43. Compositional Generalization by Learning Analytical Expressions
    2020/06/18 by Qian Liu, Shengnan An, Liu, Qian +15 · 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
  44. "What Do You Mean by That?" A Parser-Independent Interactive Approach for Enhancing Text-to-SQL
    2020/11/09 by Yuntao Li, Li, Yuntao, Bei Chen +11 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
  45. Empower Large Language Model to Perform Better on Industrial Domain-Specific Question Answering
    2023/05/19 by Fangkai Yang, Pu Zhao, Yang, Fangkai +14 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling
  46. TraceDiag: Adaptive, Interpretable, and Efficient Root Cause Analysis on Large-Scale Microservice Systems
    2023/10/28 by Ruomeng Ding, Chaoyun Zhang, Ding, Ruomeng +25 · 3 citations
    Computer Science · #Cloud Computing and Resource Management #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Software Engineering (cs.SE) #Software System Performance and Reliability
  47. Is Bigger and Deeper Always Better? Probing LLaMA Across Scales and Layers
    2023/12/07 by Nuo Chen, Chen, Nuo, Ning Wu +11 · 3 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
  48. Revisiting VAE for Unsupervised Time Series Anomaly Detection: A Frequency Perspective
    2024/02/05 by Zexin Wang, Changhua Pei, Wang, Zexin +21 · 4 citations
    Computer Science · Engineering · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Time Series Analysis and Forecasting
  49. PLOG: Table-to-Logic Pretraining for Logical Table-to-Text Generation
    2022/05/25 by Ao Liu, Haoyu Dong, Liu, Ao +7 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Natural Language Processing Techniques #Topic Modeling
  50. LUNA: Language Understanding with Number Augmentations on Transformers via Number Plugins and Pre-training
    2022/12/06 by Hongwei Han, Jialiang Xu, Han, Hongwei +9 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Natural Language Processing Techniques #Topic Modeling
  51. Introspective Tips: Large Language Model for In-Context Decision Making
    2023/05/19 by Liting Chen, Chen, Liting, Lu Wang +21 · 2 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Sentiment Analysis and Opinion Mining #Topic Modeling
  52. Step-Back Profiling: Distilling User History for Personalized Scientific Writing
    2024/06/20 by Xiangru Tang, Xingyao Zhang, Tang, Xiangru +15 · 3 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  53. ExeCoder: Empowering Large Language Models with Executability Representation for Code Translation
    2025/01/30 by Minghua He, He, Minghua, Fangkai Yang +14 · 5 citations
    Computer Science · #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering (cs.SE) #Topic Modeling
  54. How Far are We from Effective Context Modeling? An Exploratory Study on Semantic Parsing in Context
    2020/02/03 by Qian Liu, Liu, Qian, Bei Chen +9 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  55. VEM: Environment-Free Exploration for Training GUI Agent with Value Environment Model
    2025/02/26 by Jiani Zheng, Zheng, Jiani, Lu Wang +17 · 5 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  56. Retrieve-Then-Adapt: Example-based Automatic Generation for Proportion-related Infographics
    2020/07/31 by Chunyao Qian, Shizhao Sun, Qian, Chunyao +9 · 1 citation
    Computer Science · #Computer Graphics and Visualization Techniques #Data Visualization and Analytics #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Video Analysis and Summarization
  57. KET-QA: A Dataset for Knowledge Enhanced Table Question Answering
    2024/05/13 by Mengkang Hu, Haoyu Dong, Hu, Mengkang +7 · 2 citations
    Computer Science · #Topic Modeling
  58. Enabling Autonomic Microservice Management through Self-Learning Agents
    2025/01/31 by Fenglin Yu, Yu, Fenglin, Fangkai Yang +19 · 3 citations
    Computer Science · #Software System Performance and Reliability #Cloud Computing and Resource Management #Peer-to-Peer Network Technologies
  59. The Vision of Autonomic Computing: Can LLMs Make It a Reality?
    2024/07/19 by Zhiyang Zhang, Fangkai Yang, Zhang, Zhiyang +15 · 2 citations
    Computer Science · Decision Sciences · #Digital Rights Management and Security #Scientific Computing and Data Management
  60. Verco: Learning Coordinated Verbal Communication for Multi-agent Reinforcement Learning
    2024/04/27 by Dapeng Li, Hang Dong, Li, Dapeng +19 · 2 citations
    Computer Science · #Multi-Agent Systems and Negotiation #Evolutionary Algorithms and Applications
  61. AutoRAG-HP: Automatic Online Hyper-Parameter Tuning for Retrieval-Augmented Generation
    2024/06/27 by Jia Fu, Xiaoting Qin, Fu, Jia +17 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Neural Networks and Applications
  62. Enhanced Fairness Testing via Generating Effective Initial Individual Discriminatory Instances
    2022/09/17 by Minghua Ma, Tian Zhao, Ma, Minghua +11 · 1 citation
    Social Sciences · Computer Science · #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI)
  63. Towards Robust Numerical Question Answering: Diagnosing Numerical Capabilities of NLP Systems
    2022/11/14 by Jialiang Xu, Mengyu Zhou, Xu, Jialiang +7 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  64. AXIS: Efficient Human-Agent-Computer Interaction with API-First LLM-Based Agents
    2024/09/25 by Junting Lu, Zhiyang Zhang, Lu, Junting +17 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Semantic Web and Ontologies
  65. MEETING DELEGATE: Benchmarking LLMs on Attending Meetings on Our Behalf
    2025/02/05 by Lingxiang Hu, Shurun Yuan, Hu, Lingxiang +13 · 4 voices · 1 citation
    Business, Management and Accounting · #Big Data and Business Intelligence #Collaboration in agile enterprises #Employer Branding and e-HRM #cs.AI #cs.CL
  66. Incident-aware Duplicate Ticket Aggregation for Cloud Systems
    2023/02/19 by Jinyang Liu, Liu, Jinyang, Shilin He +23 · 1 citation
    Computer Science · Decision Sciences · #Cloud Computing and Resource Management #Cloud Data Security Solutions #Data Quality and Management #FOS: Computer and information sciences #Software Engineering (cs.SE)
  67. Contrastive Learning with Negative Sampling Correction
    2024/01/13 by Lu Wang, Chao Du, Wang, Lu +19 · 1 citation
    Computer Science · Engineering · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM #Sparse and Compressive Sensing Techniques
  68. Pretrain Value, Not Reward: Decoupled Value Policy Optimization
    2025/02/24 by Huang, Chenghua, Lu Wang, Wang, Lu +14 · 2 citations
    Decision Sciences · #Complex Systems and Decision Making
  69. Selected Languages are All You Need for Cross-lingual Truthfulness Transfer
    2024/06/20 by Weihao Liu, Liu, Weihao, Ning Wu +9 · 1 citation
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
  70. TableLoRA: Low-rank Adaptation on Table Structure Understanding for Large Language Models
    2025/03/06 by Xinyi He, He, Xinyi, Yihao Liu +13 · 2 citations
    Computer Science · Materials Science · #Topic Modeling #Machine Learning in Materials Science #Big Data and Digital Economy
  71. CoCoST: Automatic Complex Code Generation with Online Searching and Correctness Testing
    2024/03/20 by Xinyi He, Jiaru Zou, He, Xinyi +11 · 1 citation
    Computer Science · Decision Sciences · #Software Testing and Debugging Techniques #Scientific Computing and Data Management #Natural Language Processing Techniques
  72. Hadamard Adapter: An Extreme Parameter-Efficient Adapter Tuning Method for Pre-trained Language Models
    2024/07/04 by Yuyan Chen, Qiang Fu, Chen, Yuyan +15 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  73. RuAG: Learned-rule-augmented Generation for Large Language Models
    2024/11/04 by Yudi Zhang, Pei Xiao, Zhang, Yudi +25 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  74. MMTU: A Massive Multi-Task Table Understanding and Reasoning Benchmark
    2025/06/05 by Junjie Xing, Xing, Junjie, Yeye He +14 · 3 citations
    Decision Sciences · Computer Science · #Data Quality and Management #Data Visualization and Analytics #Advanced Database Systems and Queries
  75. AI Delegates with a Dual Focus: Ensuring Privacy and Strategic Self-Disclosure
    2024/09/26 by Zhiyang Zhang, Xi Chen, Zhang, Zhiyang +17 · 1 citation
    Economics, Econometrics and Finance · Social Sciences · #Digital Transformation in Law #Ethics and Social Impacts of AI #Legal and Policy Issues
  76. SECRET: Towards Scalable and Efficient Code Retrieval via Segmented Deep\n Hashing
    2024/12/16 by Wenchao Gu, Ensheng Shi, Gu, Wenchao +13 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Algorithms and Data Compression #Web Data Mining and Analysis
  77. SheetBrain: A Neuro-Symbolic Agent for Accurate Reasoning over Complex and Large Spreadsheets
    2025/10/22 by Ziwei Wang, Jianwen Su, Wang, Ziwei +15 · 2 citations
    Computer Science · Decision Sciences · #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Information Retrieval and Search Behavior #Spreadsheets and End-User Computing
  78. Text2Grad: Reinforcement Learning from Natural Language Feedback
    2025/05/28 by Hanyang Wang, Wang, Hanyang, Lu Wang +13 · 1 citation
    Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Explainable Artificial Intelligence (XAI)
  79. UFO3: Weaving the Digital Agent Galaxy
    2025/11/14 by Chaoyun Zhang, Liqun Li, Zhang, Chaoyun +19 · 1 citation
    Computer Science · #Cloud Computing and Resource Management #IoT and Edge/Fog Computing #Software System Performance and Reliability
  80. Auto-Fill: Learning to Predict Missing Values Accurately with Specialist Language Models
    2026/07/22 by Yurong Liu, Yeye He, Haoyu Dong +4
    #cs.LG #cs.AI #cs.CL #cs.DB
  81. Beyond Fail-to-Pass: Iterative Hardening of Co-Generated Bug Reproduction Tests and Fixes
    2026/07/22 by Yuhao Tan, Zhibang Yang, Fangkai Yang +9
    #cs.SE #cs.AI
  82. Change2Task: From Repository Changes to Executable Coding Agent Tasks and Environments
    2026/07/30 by Haomin Qi, Xingliang Wang, Xuanqi Gao +9
    Computer Science · #cs.CL #cs.LG #cs.SE