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

Le Sun

  1. DeepRAG: Thinking to Retrieve Step by Step for Large Language Models
    2025/02/03 by Xinyan Guan, Guan, Xinyan, Jiali Zeng +15 · 9 voices · 6 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
  2. Benchmarking Large Language Models in Retrieval-Augmented Generation
    2023/09/04 by Jiawei Chen, Chen, Jiawei, Hongyu Lin +5 · 66 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  3. Unified Structure Generation for Universal Information Extraction
    2022/03/23 by Yaojie Lu, Lu, Yaojie, Qing Liu +13 · 26 citations
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling #Web Data Mining and Analysis
  4. Mitigating Large Language Model Hallucinations via Autonomous Knowledge Graph-based Retrofitting
    2023/11/22 by Xinyan Guan, Yanjiang Liu, Guan, Xinyan +11 · 15 citations
    Computer Science · Engineering · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Topic Modeling
  5. StructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-time Hybrid Information Structurization
    2024/10/11 by Zhuoqun Li, Li, Zhuoqun, Xuanang Chen +17 · 24 citations
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Semantic Web and Ontologies #Topic Modeling
  6. BERT-QE: Contextualized Query Expansion for Document Re-ranking
    2020/09/15 by Zhi Zheng, Zheng, Zhi, Kai Hui +9 · 8 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Information Retrieval and Search Behavior #Semantic Web and Ontologies #Topic Modeling
  7. Match, Compare, or Select? An Investigation of Large Language Models for Entity Matching
    2024/05/27 by Tianshu Wang, Xiaoyang Chen, Wang, Tianshu +12 · 14 citations
    Computer Science · Decision Sciences · #Topic Modeling #Data Quality and Management #Natural Language Processing Techniques
  8. Knowledgeable or Educated Guess? Revisiting Language Models as Knowledge Bases
    2021/06/17 by Boxi Cao, Hongyu Lin, Cao, Boxi +13 · 7 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
  9. AI for social science and social science of AI: A Survey
    2024/01/22 by Ruoxi Xu, Yingfei Sun, Xu, Ruoxi +13 · 12 citations
    Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #Computers and Society (cs.CY) #FOS: Computer and information sciences
  10. PPTAgent: Generating and Evaluating Presentations Beyond Text-to-Slides
    2025/01/07 by Hao Zheng, Xinyan Guan, Zheng, Hao +16 · 22 citations
    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
  11. Text2Event: Controllable Sequence-to-Structure Generation for End-to-end Event Extraction
    2021/06/17 by Yaojie Lu, Lu, Yaojie, Hongyu Lin +15 · 6 citations
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  12. Rethinking Reward Model Evaluation: Are We Barking up the Wrong Tree?
    2024/10/08 by Xueru Wen, Wen, Xueru, Jie Lou +17 · 13 citations
    Economics, Econometrics and Finance · #Health Systems, Economic Evaluations, Quality of Life
  13. Humanizing Machine-Generated Content: Evading AI-Text Detection through Adversarial Attack
    2024/04/02 by Ying Zhou, Ben He, Zhou, Ying +3 · 9 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Advanced Malware Detection Techniques
  14. Universal Information Extraction as Unified Semantic Matching
    2023/01/09 by Jie Lou, Lou, Jie, Yaojie Lu +13 · 5 citations
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling #Web Data Mining and Analysis
  15. CRUXEval-X: A Benchmark for Multilingual Code Reasoning, Understanding and Execution
    2024/08/23 by Ruiyang Xu, Xu, Ruiyang, Jialun Cao +14 · 11 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Natural Language Processing Techniques
  16. From Informal to Formal -- Incorporating and Evaluating LLMs on Natural Language Requirements to Verifiable Formal Proofs
    2025/01/27 by Jialun Cao, Yaojie Lu, Cao, Jialun +21 · 12 citations
    Computer Science · #Natural Language Processing Techniques
  17. Retentive or Forgetful? Diving into the Knowledge Memorizing Mechanism of Language Models
    2023/05/16 by Boxi Cao, Cao, Boxi, Qiaoyu Tang +13 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  18. NPRF: A Neural Pseudo Relevance Feedback Framework for Ad-hoc Information Retrieval
    2018/10/30 by Canjia Li, Li, Canjia, Yingfei Sun +13 · 4 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Information Retrieval and Search Behavior #Topic Modeling
  19. DOMAINEVAL: An Auto-Constructed Benchmark for Multi-Domain Code Generation
    2024/08/23 by Qiming Zhu, Jialun Cao, Zhu, Qiming +11 · 8 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Model-Driven Software Engineering Techniques #Real-time simulation and control systems #Software Engineering (cs.SE) #Software Testing and Debugging Techniques
  20. Influence of External Information on Large Language Models Mirrors Social Cognitive Patterns
    2023/05/08 by Ning Bian, Bian, Ning, Hongyu Lin +12 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  21. Understanding Differential Search Index for Text Retrieval
    2023/05/03 by Xiaoyang Chen, Yanjiang Liu, Chen, Xiaoyang +7 · 4 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Information Retrieval (cs.IR) #Text and Document Classification Technologies
  22. Towards Scalable Automated Alignment of LLMs: A Survey
    2024/06/03 by Boxi Cao, Keming Lu, Cao, Boxi +23 · 6 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Digital Rights Management and Security #FOS: Computer and information sciences #Machine Learning (stat.ML) #Natural Language Processing Techniques #Semantic Web and Ontologies
  23. Can Prompt Probe Pretrained Language Models? Understanding the Invisible Risks from a Causal View
    2022/03/23 by Boxi Cao, Hongyu Lin, Cao, Boxi +7 · 3 citations
    Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  24. Critic-CoT: Boosting the reasoning abilities of large language model via Chain-of-thoughts Critic
    2024/08/29 by Xin Zheng, Zheng, Xin, Jie Lou +17 · 6 citations
    Computer Science · #Topic Modeling
  25. LiveMCPBench: Can Agents Navigate an Ocean of MCP Tools?
    2025/08/03 by Guozhao Mo, Mo, Guozhao, Wenliang Zhong +16 · 16 citations
    Computer Science · #Software System Performance and Reliability #Mobile Agent-Based Network Management #Cloud Computing and Resource Management
  26. Academically intelligent LLMs are not necessarily socially intelligent
    2024/03/11 by Ruoxi Xu, Xu, Ruoxi, Hongyu Lin +7 · 4 citations
    Computer Science · Social Sciences · #Computation and Language (cs.CL) #Computers and Society (cs.CY) #Digital Rights Management and Security #FOS: Computer and information sciences #Library Science and Information Systems #Wikis in Education and Collaboration
  27. Towards Imperceptible Document Manipulations against Neural Ranking Models
    2023/05/03 by Xuanang Chen, Ben He, Chen, Xuanang +7 · 3 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Topic Modeling
  28. Simplified TinyBERT: Knowledge Distillation for Document Retrieval
    2020/09/16 by Xuanang Chen, Chen, Xuanang, Ben He +7 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Information Retrieval and Search Behavior #Natural Language Processing Techniques #Topic Modeling
  29. 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
  30. Not All Contexts Are Equal: Teaching LLMs Credibility-aware Generation
    2024/04/10 by Ruotong Pan, Pan, Ruotong, Boxi Cao +13 · 4 citations
    Social Sciences · #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences
  31. Open Grounded Planning: Challenges and Benchmark Construction
    2024/06/05 by Shiguang Guo, Ziliang Deng, Guo, Shiguang +9 · 4 citations
    Social Sciences · #Education Systems and Policy
  32. Beyond Correctness: Benchmarking Multi-dimensional Code Generation for Large Language Models
    2024/07/16 by Jiasheng Zheng, Boxi Cao, Zheng, Jiasheng +13 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering (cs.SE) #Speech and dialogue systems #Topic Modeling
  33. A Survey on Large Language Model Benchmarks
    2025/08/21 by Shiwen Ni, Guhong Chen, Ni, Shiwen +24 · 13 citations
    Computer Science · Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  34. Hidding the Ghostwriters: An Adversarial Evaluation of AI-Generated Student Essay Detection
    2024/02/01 by Xinlin Peng, Peng, Xinlin, Ying Zhou +7 · 3 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification
  35. Defense of Adversarial Ranking Attack in Text Retrieval: Benchmark and Baseline via Detection
    2023/07/31 by Xuanang Chen, Chen, Xuanang, Ben He +5 · 2 citations
    Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Misinformation and Its Impacts #Terrorism, Counterterrorism, and Political Violence
  36. Supervised Anomaly Detection in Uncertain Pseudoperiodic Data Streams
    2016/07/20 by Jiangang Ma, Le Sun, Ma, Jiangang +7 · 1 citation
    Computer Science · #Time Series Analysis and Forecasting #Anomaly Detection Techniques and Applications #Data Stream Mining Techniques
  37. Self-Retrieval: End-to-End Information Retrieval with One Large Language Model
    2024/02/23 by Qiaoyu Tang, Tang, Qiaoyu, Jiawei Chen +22 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Intelligent Tutoring Systems and Adaptive Learning #Recommender Systems and Techniques #Topic Modeling
  38. SoFA: Shielded On-the-fly Alignment via Priority Rule Following
    2024/02/27 by Xinyu Lu, Bowen Yu, Lu, Xinyu +13 · 2 citations
    Computer Science · Engineering · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Formal Methods in Verification #Logic, programming, and type systems #Manufacturing Process and Optimization
  39. Spiral of Silence: How is Large Language Model Killing Information Retrieval? -- A Case Study on Open Domain Question Answering
    2024/04/16 by Xiaoyang Chen, Ben He, Chen, Xiaoyang +13 · 2 citations
    Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Topic Modeling
  40. Benchmarking Knowledge-Enhanced Commonsense Question Answering via Knowledge-to-Text Transformation
    2021/01/04 by Ning Bian, Bian, Ning, Xianpei Han +5 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  41. Search, Verify and Feedback: Towards Next Generation Post-training Paradigm of Foundation Models via Verifier Engineering
    2024/11/18 by Xinyan Guan, Guan, Xinyan, Yanjiang Liu +19 · 3 citations
    Computer Science · Decision Sciences · #Distributed and Parallel Computing Systems #Scientific Computing and Data Management #Semantic Web and Ontologies
  42. From Paraphrasing to Semantic Parsing: Unsupervised Semantic Parsing via Synchronous Semantic Decoding
    2021/06/11 by Shan Wu, Bo Chen, Wu, Shan +15 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  43. De-biasing Distantly Supervised Named Entity Recognition via Causal Intervention
    2021/06/17 by Wenkai Zhang, Zhang, Wenkai, Hongyu Lin +5 · 1 citation
    Computer Science · Decision Sciences · #Topic Modeling #Natural Language Processing Techniques #Data Quality and Management
  44. Beyond Turn Limits: Training Deep Search Agents with Dynamic Context Window
    2025/10/09 by Qiaoyu Tang, Tang, Qiaoyu, Xiang Hao +25 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  45. Auto-RT: Automatic Jailbreak Strategy Exploration for Red-Teaming Large Language Models
    2025/01/03 by Yanjiang Liu, Liu, Yanjiang, Shuhen Zhou +15 · 3 citations
    Computer Science · Social Sciences · #Digital and Cyber Forensics #Privacy-Preserving Technologies in Data #Artificial Intelligence in Law
  46. ARise: Towards Knowledge-Augmented Reasoning via Risk-Adaptive Search
    2025/04/15 by Yize Zhang, Zhang, Yize, Tianshu Wang +15 · 4 citations
    Computer Science · #Topic Modeling #Explainable Artificial Intelligence (XAI) #Multimodal Machine Learning Applications
  47. DeepSolution: Boosting Complex Engineering Solution Design via Tree-based Exploration and Bi-point Thinking
    2025/02/28 by Zhuoqun Li, Li, Zhuoqun, Haiyang Yu +15 · 3 citations
    Computer Science · Engineering · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Manufacturing Process and Optimization
  48. StructEval: Deepen and Broaden Large Language Model Assessment via Structured Evaluation
    2024/08/06 by Boxi Cao, Mengjie Ren, Cao, Boxi +11 · 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
  49. ConsistentChat: Building Skeleton-Guided Consistent Multi-Turn Dialogues for Large Language Models from Scratch
    2025/06/04 by Jiawei Chen, Chen, Jiawei, Xinyan Guan +17 · 4 citations
    Computer Science · #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  50. The Rise and Down of Babel Tower: Investigating the Evolution Process of Multilingual Code Large Language Model
    2024/12/10 by Jiawei Chen, Wentao Chen, Chen, Jiawei +15 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
  51. Self-Steering Optimization: Autonomous Preference Optimization for Large Language Models
    2024/10/22 by Hao Xiang, Bowen Yu, Xiang, Hao +14 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  52. Memorizing is Not Enough: Deep Knowledge Injection Through Reasoning
    2025/04/01 by Ruoxi Xu, Xu, Ruoxi, Yunjie Ji +17 · 3 citations
    Computer Science · #Topic Modeling #Advanced Graph Neural Networks #Multimodal Machine Learning Applications
  53. DocOps: A Verifiable Benchmark for Autonomous Agents in Complex Document Operations
    2026/07/22 by Jiazhen Jiang, Boxi Cao, Lingyong Yan +6
    #cs.AI #cs.CL #cs.LG
  54. Before the Action: Benchmarking LLMs on Prospective Hypothesis Discovery
    2026/07/17 by Tianyun Zhong, Wangyi Jiang, Wei Wang +15
    #cs.CL
  55. Knowing When to Quit: Diagnosing and Training LLMs to Abort Futile Reasoning
    2026/07/31 by Xinyan Guan, Jiali Zeng, Chunlei Xin +5
    Computer Science · #cs.CL