Hua Xu
- AI Alignment: A Comprehensive Survey
2023/10/30 by Jiaming Ji, Tianyi Qiu, Ji, Jiaming +47 · 66 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Software Engineering Research
- 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 · 30 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
- Improving large language models for clinical named entity recognition via prompt engineering
2024/01/27 by Yan Hu, Qingyu Chen, Jingcheng Du +10 · 15 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Genomics and Rare Diseases #Topic Modeling
- BERT-based Ranking for Biomedical Entity Normalization
2019/08/09 by Zongcheng Ji, Ji, Zongcheng, Qiang Wei +3 · 8 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Topic Modeling #Natural Language Processing Techniques
- Token-Level Contrastive Learning with Modality-Aware Prompting for Multimodal Intent Recognition
2023/12/22 by Qianrui Zhou, Hua Xu, Zhou, Qianrui +11 · 10 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
- 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
- BiomedRAG: A Retrieval Augmented Large Language Model for Biomedicine
2024/05/01 by Mingchen Li, Li, Mingchen, Halil Kilicoglu +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
- Align Anything: Training All-Modality Models to Follow Instructions with Language Feedback
2024/12/20 by Jiaming Ji, Ji, Jiaming, Jiayi Zhou +34 · 15 citations
Computer Science · #Intelligent Tutoring Systems and Adaptive Learning #Speech and dialogue systems #Natural Language Processing Techniques
- Deep Unknown Intent Detection with Margin Loss
2019/06/02 by Ting-En Lin, Hua Xu, Lin, Ting-En +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
- 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
- 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
- Discovering New Intents via Constrained Deep Adaptive Clustering with Cluster Refinement
2019/11/20 by Ting-En Lin, Lin, Ting-En, Hua Xu +3 · 2 citations
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
- 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
- Assessment of cell surface properties and adhesion potential of selected probiotic strains
2009/06/29 by H. Xu, Hua Xu, H.S. Jeong +3 · 1 citation
Agricultural and Biological Sciences · Biochemistry, Genetics and Molecular Biology · #Bacterial biofilms and quorum sensing #Biopolymer Synthesis and Applications #Probiotics and Fermented Foods
- 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 · 3 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
- 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
- Information Extraction from Clinical Notes: Are We Ready to Switch to Large Language Models?
2024/11/15 by Yan Hu, Xu Zuo, Hu, Yan +21 · 3 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Biomedical Text Mining and Ontologies #Natural Language Processing Techniques
- 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
- 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
- Consistent Representation Learning for Continual Relation Extraction
2022/03/05 by Kang Zhao, Hua Xu, Zhao, Kang +5 · 1 citation
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- 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
- 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
- Robust-MSA: Understanding the Impact of Modality Noise on Multimodal Sentiment Analysis
2022/11/24 by Huisheng Mao, Mao, Huisheng, Baozheng Zhang +7 · 1 citation
Computer Science · Social Sciences · #Computational and Text Analysis Methods #FOS: Computer and information sciences #Multimedia (cs.MM) #Natural Language Processing Techniques #Sentiment Analysis and Opinion Mining
- 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
- 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
- Multimodal Classification and Out-of-distribution Detection for Multimodal Intent Understanding
2024/12/17 by Hanlei Zhang, Zhang, Hanlei, Qianrui Zhou +9 · 3 citations
Computer Science · #FOS: Computer and information sciences #Multimedia (cs.MM) #Natural Language Processing Techniques #Speech and dialogue systems
- 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
- Generative AI for Health Technology Assessment: Opportunities, Challenges, and Policy Considerations
2024/07/09 by Rachael Fleurence, Fleurence, Rachael, Jiang Bian +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
- CDEMapper: Enhancing NIH Common Data Element Normalization using Large Language Models
2024/11/30 by Yan Wang, Jimin Huang, Wang, Yan +29 · 2 citations
Medicine · Materials Science · #Radiomics and Machine Learning in Medical Imaging #Machine Learning in Materials Science
- 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
- Suicide Phenotyping from Clinical Notes in Safety-Net Psychiatric Hospital Using Multi-Label Classification with Pre-Trained Language Models
2024/09/27 by Zehan Li, Li, Zehan, Yan Hu +17 · 2 citations
Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Mental Health Treatment and Access #Mental Health via Writing #Suicide and Self-Harm Studies
- 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
- Unsupervised Multimodal Intent Discovery via MLLM-Guided Concept Generation and Semantic Propagation
2026/07/24 by Yunjin Gu, Qianrui Zhou, Hua Xu
#cs.MM