Liang Pang
- SetRank: Learning a Permutation-Invariant Ranking Model for Information Retrieval
2019/12/12 by Liang Pang, Jun Xu, Pang, Liang +9 · 11 citations
Computer Science · #Data Management and Algorithms #Information Retrieval and Search Behavior #Topic Modeling
- Search-in-the-Chain: Interactively Enhancing Large Language Models with Search for Knowledge-intensive Tasks
2023/04/28 by Shicheng Xu, Liang Pang, Xu, Shicheng +7 · 18 citations
Decision Sciences · Computer Science · #Data Quality and Management #Topic Modeling
- HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data
2023/11/22 by Qifan Yu, Yu, Qifan, Juncheng Li +15 · 16 citations
Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Data Visualization and Analytics #FOS: Computer and information sciences #Image and Video Quality Assessment #Psychedelics and Drug Studies
- Text Matching as Image Recognition
2016/02/20 by Liang Pang, Pang, Liang, Yanyan Lan +9 · 9 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
- A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment
2025/04/22 by Kun Wang, Wang, Kun, Guibin Zhang +193 · 30 citations
Computer Science · Health Professions · Medicine · #Adversarial Robustness in Machine Learning #Occupational Health and Safety Research #Artificial Intelligence in Healthcare and Education
- Rowen: Adaptive Retrieval-Augmented Generation for Hallucination Mitigation in LLMs
2024/02/16 by Hanxing Ding, Ding, Hanxing, Liang Pang +7 · 8 citations
Computer Science · Medicine · #Computation and Language (cs.CL) #Epilepsy research and treatment #FOS: Computer and information sciences #Machine Learning in Healthcare #Tuberculosis Research and Epidemiology
- LLMDet: A Third Party Large Language Models Generated Text Detection Tool
2023/05/24 by Kangxi Wu, Liang Pang, Wu, Kangxi +7 · 5 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Robust Reinforcement Learning with Wasserstein Constraint
2020/06/01 by Linfang Hou, Liang Pang, Hou, Linfang +9 · 3 citations
Computer Science · Decision Sciences · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Probabilistic and Robust Engineering Design #Reinforcement Learning in Robotics
- Cross-Modal Safety Mechanism Transfer in Large Vision-Language Models
2024/10/16 by Shicheng Xu, Xu, Shicheng, Liang Pang +7 · 8 citations
Decision Sciences · Computer Science · Engineering · #Risk and Safety Analysis #Topic Modeling #Advanced Data Processing Techniques
- Invisible Relevance Bias: Text-Image Retrieval Models Prefer AI-Generated Images
2023/11/23 by Shicheng Xu, Danyang Hou, Xu, Shicheng +11 · 5 citations
Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
- Do LLMs Play Dice? Exploring Probability Distribution Sampling in Large Language Models for Behavioral Simulation
2024/04/13 by Jia Gu, Gu, Jia, Liang Pang +5 · 4 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
- Think Before You Speak: Cultivating Communication Skills of Large Language Models via Inner Monologue
2023/11/13 by Junkai Zhou, Zhou, Junkai, Liang Pang +5 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
- Thermal-NeRF: Neural Radiance Fields from an Infrared Camera
2024/03/15 by Tianxiang Ye, Qi Wu, Ye, Tianxiang +15 · 3 citations
Medicine · Engineering · #Ocular and Laser Science Research #Infrared Target Detection Methodologies #Infrared Thermography in Medicine
- Exploring the Escalation of Source Bias in User, Data, and Recommender System Feedback Loop
2024/05/28 by Yuqi Zhou, Zhou, Yuqi, Sunhao Dai +11 · 3 citations
Computer Science · Decision Sciences · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Stream Mining Techniques #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Stock Market Forecasting Methods
- Following the Autoregressive Nature of LLM Embeddings via Compression and Alignment
2025/02/17 by Jingcheng Deng, Zhong‐Tao Jiang, Deng, Jingcheng +13 · 6 citations
Computer Science · #Algorithms and Data Compression #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #semigroups and automata theory
- Fact :Teaching MLLMs with Faithful, Concise and Transferable Rationales
2024/04/17 by Minghe Gao, Shuang Chen, Gao, Minghe +17 · 3 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques
- Everything is Editable: Extend Knowledge Editing to Unstructured Data in Large Language Models
2024/05/24 by Jingcheng Deng, Zihao Wei, Deng, Jingcheng +9 · 3 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Cocktail: A Comprehensive Information Retrieval Benchmark with LLM-Generated Documents Integration
2024/05/26 by Sunhao Dai, Dai, Sunhao, Weihao Liu +15 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Semantic Web and Ontologies
- MaFeRw: Query Rewriting with Multi-Aspect Feedbacks for Retrieval-Augmented Large Language Models
2024/08/30 by Yujing Wang, Hainan Zhang, Wang, Yujing +8 · 2 citations
Computer Science · Decision Sciences · #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- ToolCoder: A Systematic Code-Empowered Tool Learning Framework for Large Language Models
2025/02/17 by Hanxing Ding, Shuchang Tao, Ding, Hanxing +13 · 3 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Semantic Web and Ontologies
- SCTc-TE: A Comprehensive Formulation and Benchmark for Temporal Event Forecasting
2023/12/02 by Yunshan Ma, Ma, Yunshan, Chenchen Ye +11 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #H.3.0 #Information Retrieval (cs.IR) #Time Series Analysis and Forecasting
- Visual Transformation Telling
2023/05/03 by Xin Hong, Cui, Wanqing, Yanyan Lan +8 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Video Analysis and Summarization
- LLM Latent Reasoning as Chain of Superposition
2025/10/17 by Jingcheng Deng, Deng, Jingcheng, Liang Pang +14 · 3 citations
Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
- Improving Video Corpus Moment Retrieval with Partial Relevance Enhancement
2024/02/21 by Danyang Hou, Hou, Danyang, Liang Pang +5 · 1 citation
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Video Analysis and Summarization
- Plot Retrieval as an Assessment of Abstract Semantic Association
2023/11/03 by Shicheng Xu, Liang Pang, Xu, Shicheng +13 · 1 citation
Computer Science · #Topic Modeling #Advanced Text Analysis Techniques #Information Retrieval and Search Behavior
- Continual Match Based Training in Pommerman: Technical Report
2018/12/18 by Peng Peng, Peng, Peng, Liang Pang +5 · 1 citation
Computer Science · Neuroscience · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning in Healthcare #Memory Processes and Influences
- AdaComp: Extractive Context Compression with Adaptive Predictor for Retrieval-Augmented Large Language Models
2024/09/03 by Q. Zhang, Zhang, Qianchi, Hainan Zhang +7 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Recommender Systems and Techniques #Topic Modeling