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Hua Xu

  1. AI Alignment: A Comprehensive Survey
    2023/10/30 by Jiaming Ji, Ji, Jiaming, Tianyi Qiu +47 · 55 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Software Engineering Research
  2. Learning Modality-Specific Representations with Self-Supervised Multi-Task Learning for Multimodal Sentiment Analysis
    2021/02/09 by Wenmeng Yu, Yu, Wenmeng, Hua Xu +5 · 28 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Sentiment Analysis and Opinion Mining #Text and Document Classification Technologies
  3. BERT-based Ranking for Biomedical Entity Normalization
    2019/08/09 by Zongcheng Ji, Qiang Wei, Ji, Zongcheng +3 · 7 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Topic Modeling #Natural Language Processing Techniques
  4. Improving large language models for clinical named entity recognition via prompt engineering
    2024/01/27 by Yan Hu, Qingyu Chen, Jingcheng Du +10 · 11 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Genomics and Rare Diseases #Topic Modeling
  5. MIntRec2.0: A Large-scale Benchmark Dataset for Multimodal Intent Recognition and Out-of-scope Detection in Conversations
    2024/03/16 by Hanlei Zhang, Xin Wang, Zhang, Hanlei +15 · 10 citations
    Computer Science · Health Professions · Psychology · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Interpreting and Communication in Healthcare #Language, Metaphor, and Cognition #Multimedia (cs.MM) #Speech and dialogue systems
  6. Token-Level Contrastive Learning with Modality-Aware Prompting for Multimodal Intent Recognition
    2023/12/22 by Qianrui Zhou, Zhou, Qianrui, Hua Xu +11 · 9 citations
    Computer Science · Psychology · #Emotion and Mood Recognition #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimedia (cs.MM) #Multimodal Machine Learning Applications #Speech and dialogue systems
  7. BiomedRAG: A Retrieval Augmented Large Language Model for Biomedicine
    2024/05/01 by Mingchen Li, Halil Kilicoglu, Li, Mingchen +5 · 9 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  8. Align Anything: Training All-Modality Models to Follow Instructions with Language Feedback
    2024/12/20 by Jiaming Ji, Ji, Jiaming, Jiayi Zhou +34 · 13 citations
    Computer Science · #Intelligent Tutoring Systems and Adaptive Learning #Speech and dialogue systems #Natural Language Processing Techniques
  9. Deep Unknown Intent Detection with Margin Loss
    2019/06/02 by Ting-En Lin, Lin, Ting-En, Hua Xu +1 · 3 citations
    Computer Science · Psychology · #Anomaly Detection Techniques and Applications #Computation and Language (cs.CL) #Emotion and Mood Recognition #FOS: Computer and information sciences #Machine Learning (cs.LG) #Sentiment Analysis and Opinion Mining
  10. M-SENA: An Integrated Platform for Multimodal Sentiment Analysis
    2022/03/23 by Huisheng Mao, Mao, Huisheng, Ziqi Yuan +9 · 3 citations
    Computer Science · #Sentiment Analysis and Opinion Mining #Topic Modeling #Web Data Mining and Analysis
  11. Psychodietetics: Food As the Key to Emotional Health
    1900/01/01 by Yue Zhang, Vanthana Bharathi, Tatsuya Dokoshi +35 · 1 voice · 1 citation
    Agricultural and Biological Sciences · Immunology and Microbiology · Medicine · #Antimicrobial Peptides and Activities #Culinary Culture and Tourism #Immune Response and Inflammation #SARS-CoV-2 and COVID-19 Research
  12. On the Limiting Shape of Young Tableaux Associated With Inhomogeneous Random Words
    2009/01/26 by Christian Houdré, Hua Xu, Houdré, Christian +1 · 1 citation
    Mathematics · #05A19 #15B52 #60C05 #60F05 #60F17 #60G22 #Advanced Combinatorial Mathematics #Combinatorics (math.CO) #FOS: Mathematics #Probability (math.PR) #Random Matrices and Applications #Stochastic processes and statistical mechanics
  13. Discovering New Intents via Constrained Deep Adaptive Clustering with Cluster Refinement
    2019/11/20 by Ting-En Lin, Lin, Ting-En, Hua Xu +3 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Recommender Systems and Techniques #Topic Modeling
  14. Large language models for biomedicine: foundations, opportunities, challenges, and best practices
    2024/04/24 by Satya S Sahoo, Satya S. Sahoo, Joseph M Plasek +10 · 2 citations
    Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Machine Learning in Healthcare #Topic Modeling
  15. XL3M: A Training-free Framework for LLM Length Extension Based on Segment-wise Inference
    2024/05/28 by Shengnan Wang, Youhui Bai, Wang, Shengnan +17 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Mathematics, Computing, and Information Processing #Natural Language Processing Techniques
  16. Unsupervised Multimodal Clustering for Semantics Discovery in Multimodal Utterances
    2024/05/21 by Hanlei Zhang, Hua Xu, Zhang, Hanlei +7 · 2 citations
    Computer Science · #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling #cs.AI #cs.CL #cs.MM
  17. An effective method for 3D geological modeling with multi-source data integration
    2004/12/15 by Qiang Wu, Hua Xu, Xukai Zou · 1 citation
    Earth and Planetary Sciences · Environmental Science · Engineering · #Geological Modeling and Analysis #Methane Hydrates and Related Phenomena #Hydrocarbon exploration and reservoir analysis
  18. Consistent Representation Learning for Continual Relation Extraction
    2022/03/05 by Kang Zhao, Zhao, Kang, Hua Xu +5 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  19. LitFM: A Retrieval Augmented Structure-aware Foundation Model For Citation Graphs
    2024/09/05 by Jiasheng Zhang, Zhang, Jiasheng, Jialin Chen +15 · 2 citations
    Computer Science · Materials Science · #Advanced Graph Neural Networks #Digital Libraries (cs.DL) #FOS: Computer and information sciences #Machine Learning in Materials Science #Social and Information Networks (cs.SI) #Topic Modeling
  20. Can Large Language Models Help Multimodal Language Analysis? MMLA: A Comprehensive Benchmark
    2025/04/23 by Hanlei Zhang, Zhang, Hanlei, Zhuohang Li +12 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimedia (cs.MM) #Natural Language Processing Techniques
  21. Enhancing Large Language Models with Domain-specific Retrieval Augment Generation: A Case Study on Long-form Consumer Health Question Answering in Ophthalmology
    2024/09/20 by Aidan Gilson, X. C. Ai, Gilson, Aidan +39 · 2 citations
    Computer Science · Health Professions · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Health Literacy and Information Accessibility #Topic Modeling
  22. Information Extraction from Clinical Notes: Are We Ready to Switch to Large Language Models?
    2024/11/15 by Yan Hu, Hu, Yan, Xu Zuo +21 · 2 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Biomedical Text Mining and Ontologies #Natural Language Processing Techniques
  23. Me LLaMA: Foundation Large Language Models for Medical Applications
    2024/02/20 by Qianqian Xie, Qingyu Chen, Xie, Qianqian +29 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Healthcare
  24. Multimodal Classification and Out-of-distribution Detection for Multimodal Intent Understanding
    2024/12/17 by Hanlei Zhang, Qianrui Zhou, Zhang, Hanlei +9 · 3 citations
    Computer Science · #FOS: Computer and information sciences #Multimedia (cs.MM) #Natural Language Processing Techniques #Speech and dialogue systems
  25. Adaptive Constraint Partition based Optimization Framework for Large-scale Integer Linear Programming(Student Abstract)
    2022/11/18 by Huigen Ye, Ye, Huigen, Hongyan Wang +7 · 1 citation
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Constraint Satisfaction and Optimization #FOS: Computer and information sciences #FOS: Mathematics #Metaheuristic Optimization Algorithms Research #Optimization and Control (math.OC) #Vehicle Routing Optimization Methods
  26. Generative AI for Health Technology Assessment: Opportunities, Challenges, and Policy Considerations
    2024/07/09 by Rachael Fleurence, Jiang Bian, Fleurence, Rachael +11 · 1 citation
    Economics, Econometrics and Finance · Engineering · Health Professions · #Artificial Intelligence (cs.AI) #Biomedical and Engineering Education #FOS: Computer and information sciences #Health Systems, Economic Evaluations, Quality of Life #Machine Learning (cs.LG) #Quality and Safety in Healthcare
  27. OpenVNA: A Framework for Analyzing the Behavior of Multimodal Language Understanding System under Noisy Scenarios
    2024/07/03 by Ziqi Yuan, Baozheng Zhang, Yuan, Ziqi +7 · 1 citation
    Computer Science · #Speech and dialogue systems
  28. Evaluating Multi-Turn Multimodal Diagnostic Reasoning on Challenging Real-World Clinical Cases
    2026/07/28 by Rui Yang, Weihao Xuan, Yi Lin +23
    #cs.CL #cs.AI
  29. Unsupervised Multimodal Intent Discovery via MLLM-Guided Concept Generation and Semantic Propagation
    2026/07/24 by Yunjin Gu, Qianrui Zhou, Hua Xu
    #cs.MM