Tian, Junfeng

1. mPLUG-Owl: Modularization Empowers Large Language Models with Multimodality
   2023/04/27 by Qinghao Ye, Ye, Qinghao, Haiyang Xu +32 · 97 citations
   Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
2. mPLUG-DocOwl: Modularized Multimodal Large Language Model for Document Understanding
   2023/07/04 by Jiabo Ye, Anwen Hu, Ye, Jiabo +23 · 15 citations
   Computer Science · #Natural Language Processing Techniques #Handwritten Text Recognition Techniques #Multimodal Machine Learning Applications
3. UReader: Universal OCR-free Visually-situated Language Understanding with Multimodal Large Language Model
   2023/10/08 by Jiabo Ye, Ye, Jiabo, Anwen Hu +25 · 16 citations
   Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
4. Shifting More Attention to Visual Backbone: Query-modulated Refinement Networks for End-to-End Visual Grounding
   2022/03/29 by Jiabo Ye, Junfeng Tian, Ye, Jiabo +13 · 7 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimedia (cs.MM) #Multimodal Machine Learning Applications #Visual Attention and Saliency Detection
5. WikiDiverse: A Multimodal Entity Linking Dataset with Diversified Contextual Topics and Entity Types
   2022/04/13 by Xuwu Wang, Junfeng Tian, Wang, Xuwu +13 · 5 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
6. Achieving Human Parity on Visual Question Answering
   2021/11/17 by Yan, Ming, Xu, Haiyang, Li, Chenliang +14 · 2 citations
   #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
7. ChatPLUG: Open-Domain Generative Dialogue System with Internet-Augmented Instruction Tuning for Digital Human
   2023/04/16 by Junfeng Tian, Tian, Junfeng, Hehong Chen +31 · 2 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
8. A Multi-task Learning Approach for Improving Product Title Compression with User Search Log Data
   2018/01/05 by Wang, Jingang, Tian, Junfeng, Qiu, Long +4 · 1 citation
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
9. EvoLlama: Enhancing LLMs' Understanding of Proteins via Multimodal Structure and Sequence Representations
   2024/12/16 by Liu, Nuowei, Sun, Changzhi, Tao Ji +9 · 3 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Genomics and Phylogenetic Studies #Biomedical Text Mining and Ontologies #Natural Language Processing Techniques
10. Multi-Domain Dialogue Acts and Response Co-Generation
    2020/04/26 by Wang, Kai, Tian, Junfeng, Wang, Rui +2 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
11. P-React: Synthesizing Topic-Adaptive Reactions of Personality Traits via Mixture of Specialized LoRA Experts
    2024/06/18 by Yuhao Dan, Dan, Yuhao, Jie Zhou +7 · 2 citations
    Computer Science · Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Topic Modeling
12. Untie the Knots: An Efficient Data Augmentation Strategy for Long-Context Pre-Training in Language Models
    2024/09/07 by Junfeng Tian, Da Zheng, Tian, Junfeng +8 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
13. dots.llm1 Technical Report
    2025/06/06 by Huo, Bi, Tu, Bin, Qin, Cheng +24 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
14. RethinkingTMSC: An Empirical Study for Target-Oriented Multimodal Sentiment Classification
    2023/10/14 by Junjie Ye, Jie Zhou, Ye, Junjie +11 · 1 citation
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Sentiment Analysis and Opinion Mining #Topic Modeling