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Ming‐Wei Chang

  1. BoolQ: Exploring the Surprising Difficulty of Natural Yes/No Questions
    2019/05/24 by Christopher Clark, Kenton Lee, Clark, Christopher +9 · 289 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
  2. REALM: Retrieval-Augmented Language Model Pre-Training
    2020/02/10 by Kelvin Guu, Guu, Kelvin, Kenton Lee +7 · 259 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
  3. Large Dual Encoders Are Generalizable Retrievers
    2021/12/15 by Jianmo Ni, Chen Qu, Ni, Jianmo +19 · 55 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Topic Modeling
  4. Pix2Struct: Screenshot Parsing as Pretraining for Visual Language Understanding
    2022/10/07 by Kenton Lee, Lee, Kenton, Mandar Joshi +17 · 38 citations
    Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Advanced Image and Video Retrieval Techniques
  5. Can Pre-trained Vision and Language Models Answer Visual Information-Seeking Questions?
    2023/02/23 by Yang Chen, Hexiang Hu, Chen, Yang +11 · 31 citations
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Viral Infections and Outbreaks Research
  6. Promptagator: Few-shot Dense Retrieval From 8 Examples
    2022/09/23 by Zhuyun Dai, Vincent Y. Zhao, Dai, Zhuyun +17 · 29 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  7. Open Question Answering over Tables and Text
    2020/10/20 by Wenhu Chen, Chen, Wenhu, Ming‐Wei Chang +7 · 14 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Expert finding and Q&A systems #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  8. Open-domain Visual Entity Recognition: Towards Recognizing Millions of Wikipedia Entities
    2023/02/22 by Hexiang Hu, Hu, Hexiang, Yi Luan +13 · 16 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Digital Imaging for Blood Diseases
  9. Subject-driven Text-to-Image Generation via Apprenticeship Learning
    2023/04/01 by Wenhu Chen, Chen, Wenhu, Hexiang Hu +11 · 15 citations
    Computer Science · #Multimodal Machine Learning Applications #Generative Adversarial Networks and Image Synthesis #Image Retrieval and Classification Techniques
  10. Gecko: Versatile Text Embeddings Distilled from Large Language Models
    2024/03/29 by Jinhyuk Lee, Zhuyun Dai, Lee, Jinhyuk +41 · 1 voice · 17 citations
    Computer Science · Environmental Science · #Advanced Text Analysis Techniques #Species Distribution and Climate Change #Topic Modeling #cs.AI #cs.CL
  11. MagicLens: Self-Supervised Image Retrieval with Open-Ended Instructions
    2024/03/28 by Kai Zhang, Zhang, Kai, Yi Luan +13 · 20 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Information Retrieval (cs.IR) #Multimedia (cs.MM) #Multimodal Machine Learning Applications
  12. Imagen 3
    2024/08/13 by Imagen-Team-Google, Jason Baldridge, : +526 · 1 voice · 3 citations
    Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging #cs.CV
  13. Conditional Adapters: Parameter-efficient Transfer Learning with Fast Inference
    2023/04/11 by Tao Lei, Lei, Tao, Junwen Bai +21 · 8 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Speech Recognition and Synthesis #Multimodal Machine Learning Applications
  14. Instruct-Imagen: Image Generation with Multi-modal Instruction
    2024/01/03 by Hexiang Hu, Kelvin C. K. Chan, Hu, Hexiang +21 · 10 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  15. Rethinking the Role of Token Retrieval in Multi-Vector Retrieval
    2023/04/04 by Jinhyuk Lee, Zhuyun Dai, Lee, Jinhyuk +11 · 7 citations
    Computer Science · Decision Sciences · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  16. Annotating Derivations: A New Evaluation Strategy and Dataset for Algebra Word Problems
    2016/09/23 by Shyam Upadhyay, Upadhyay, Shyam, Ming‐Wei Chang +1 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
  17. Compositional Generalization and Natural Language Variation: Can a\n Semantic Parsing Approach Handle Both?
    2020/10/23 by Peter Shaw, Shaw, Peter, Ming‐Wei Chang +5 · 2 citations
    Computer Science · Psychology · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Second Language Acquisition and Learning #Topic Modeling
  18. Can Long-Context Language Models Subsume Retrieval, RAG, SQL, and More?
    2024/06/19 by Jinhyuk Lee, Anthony Chen, Lee, Jinhyuk +35 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Topic Modeling
  19. Policy Shaping and Generalized Update Equations for Semantic Parsing\n from Denotations
    2018/09/04 by Dipendra Misra, Misra, Dipendra, Ming‐Wei Chang +5 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  20. Revisiting the Primacy of English in Zero-shot Cross-lingual Transfer
    2021/06/30 by Iulia Turc, Turc, Iulia, Kenton Lee +7 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling