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Ji Ma

  1. How Far Are We to GPT-4V? Closing the Gap to Commercial Multimodal Models with Open-Source Suites
    2024/04/25 by Zhe Chen, Weiyun Wang, Chen, Zhe +59 · 219 citations
    Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Reservoir Engineering and Simulation Methods
  2. Sentence-T5: Scalable Sentence Encoders from Pre-trained Text-to-Text Models
    2021/08/19 by Jianmo Ni, Gustavo Hernández Ábrego, Ni, Jianmo +11 · 77 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  3. Large Dual Encoders Are Generalizable Retrievers
    2021/12/15 by Jianmo Ni, Chen Qu, Ni, Jianmo +19 · 67 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Topic Modeling
  4. Promptagator: Few-shot Dense Retrieval From 8 Examples
    2022/09/23 by Zhuyun Dai, Vincent Y. Zhao, Dai, Zhuyun +17 · 31 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  5. RankT5: Fine-Tuning T5 for Text Ranking with Ranking Losses
    2022/10/12 by Honglei Zhuang, Zhuang, Honglei, Zhen Qin +15 · 27 citations
    Computer Science · #Topic Modeling #Text and Document Classification Technologies #Sentiment Analysis and Opinion Mining
  6. VoroNav: Voronoi-based Zero-shot Object Navigation with Large Language Model
    2024/01/05 by Pengying Wu, Yao Mu, Wu, Pengying +11 · 19 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Robotic Path Planning Algorithms #Robotics (cs.RO)
  7. Attributed Question Answering: Evaluation and Modeling for Attributed Large Language Models
    2022/12/15 by Bernd Bohnet, Bohnet, Bernd, Vinh Q. Tran +39 · 9 citations
    Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  8. Persistent attenuation of lymphocyte subsets after mass SARS-CoV-2 infection
    2025/12/05 by Zhengqi Jiang, Tichao Shan, Yucan Li +7 · 6 voices · 1 citation
    Medicine · Immunology and Microbiology · #Long-Term Effects of COVID-19 #COVID-19 Clinical Research Studies #Immune responses and vaccinations
  9. Natural Language Processing with Small Feed-Forward Networks
    2017/08/01 by Jan A. Botha, Emily Pitler, Botha, Jan A. +13 · 1 voice
    #cs.CL #cs.NE
  10. RRF102: Meeting the TREC-COVID Challenge with a 100+ Runs Ensemble
    2020/10/01 by Michael Bendersky, Honglei Zhuang, Bendersky, Michael +9 · 4 citations
    Biochemistry, Genetics and Molecular Biology · Immunology and Microbiology · #Chromatin Remodeling and Cancer #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #RNA modifications and cancer #interferon and immune responses
  11. Gemini Embedding 2: A Native Multimodal Embedding Model from Gemini
    2026/05/26 by Madhuri Shanbhogue, Zhe Li, Shanfeng Zhang +86 · 3 voices
    #cs.CV
  12. CAMON: Cooperative Agents for Multi-Object Navigation with LLM-based Conversations
    2024/06/30 by Pengying Wu, Wu, Pengying, Yao Mu +9 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Multiagent Systems (cs.MA) #Natural Language Processing Techniques #Robotics (cs.RO) #Semantic Web and Ontologies
  13. QURIOUS: Question Generation Pretraining for Text Generation
    2020/04/23 by Shashi Narayan, Narayan, Shashi, Gonçalo Simões +7 · 2 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  14. Learning List-Level Domain-Invariant Representations for Ranking
    2022/12/21 by Ruicheng Xian, Honglei Zhuang, Xian, Ruicheng +17 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
  15. Probabilistic Visibility-Aware Trajectory Planning for Target Tracking in Cluttered Environments
    2023/06/10 by Han Gao, Gao, Han, Pengying Wu +11 · 1 citation
    Computer Science · Business, Management and Accounting · #Target Tracking and Data Fusion in Sensor Networks #Distributed Control Multi-Agent Systems #Facility Location and Emergency Management
  16. Gapless spin excitations in nanographene-based antiferromagnetic spin-1/2 Heisenberg chains
    2024/08/19 by Chenxiao Zhao, Zhao, Chenxiao, Lin Yang +19 · 1 citation
    Engineering · Materials Science · Physics and Astronomy · #FOS: Physical sciences #Magnetism in coordination complexes #Materials Science (cond-mat.mtrl-sci) #Mesoscale and Nanoscale Physics (cond-mat.mes-hall) #Molecular Junctions and Nanostructures #Physics of Superconductivity and Magnetism #Quantum Physics (quant-ph)
  17. State-of-the-art Chinese Word Segmentation with Bi-LSTMs
    2018/08/20 by Ji Ma, Kuzman Ganchev, Ma, Ji +3 · 2 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Handwritten Text Recognition Techniques