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Dufter, Philipp

  1. MM1: Methods, Analysis & Insights from Multimodal LLM Pre-training
    2024/03/14 by Brandon McKinzie, Zhe Gan, McKinzie, Brandon +61 · 9 voices · 13 citations
    #cs.CV #cs.CL #cs.LG
  2. MM1.5: Methods, Analysis & Insights from Multimodal LLM Fine-tuning
    2024/09/30 by Haotian Zhang, Mingfei Gao, Zhang, Haotian +43 · 1 voice · 13 citations
    Computer Science · #cs.CV #cs.CL #cs.LG
  3. Position Information in Transformers: An Overview
    2021/02/22 by Philipp Dufter, Martin Schmitt, Dufter, Philipp +3 · 11 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  4. Multimodal Autoregressive Pre-training of Large Vision Encoders
    2024/11/21 by Enrico Fini, Fini, Enrico, Mustafa Shukor +29 · 27 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
  5. Ferret-v2: An Improved Baseline for Referring and Grounding with Large Language Models
    2024/04/11 by Haotian Zhang, Haoxuan You, Zhang, Haotian +19 · 20 citations
    Computer Science · Medicine · #Multimodal Machine Learning Applications #COVID-19 diagnosis using AI #Domain Adaptation and Few-Shot Learning
  6. Multilingual LAMA: Investigating Knowledge in Multilingual Pretrained Language Models
    2021/02/01 by Kassner, Nora, Dufter, Philipp, Schütze, Hinrich · 9 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  7. SimAlign: High Quality Word Alignments without Parallel Training Data using Static and Contextualized Embeddings
    2020/04/18 by Masoud Jalili Sabet, Sabet, Masoud Jalili, Philipp Dufter +5 · 8 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  8. Apple Intelligence Foundation Language Models: Tech Report 2025
    2025/07/17 by Ethan Li, Li, Ethan, Anders Larsen +487 · 14 citations
    Computer Science · #Advanced Malware Detection Techniques #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Big Data and Digital Economy #FOS: Computer and information sciences #Machine Learning (cs.LG)
  9. Analytical Methods for Interpretable Ultradense Word Embeddings
    2019/04/18 by Dufter, Philipp, Schütze, Hinrich · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  10. Quantifying the Contextualization of Word Representations with Semantic Class Probing
    2020/04/25 by Zhao, Mengjie, Dufter, Philipp, Yaghoobzadeh, Yadollah +1 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  11. Identifying Necessary Elements for BERT's Multilinguality
    2020/05/01 by Philipp Dufter, Dufter, Philipp, Hinrich Schütze +1 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques
  12. Static Embeddings as Efficient Knowledge Bases?
    2021/04/14 by Dufter, Philipp, Kassner, Nora, Schütze, Hinrich · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  13. Graph Algorithms for Multiparallel Word Alignment
    2021/09/13 by Imani, Ayyoob, Sabet, Masoud Jalili, Şenel, Lütfi Kerem +3 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  14. Towards a Broad Coverage Named Entity Resource: A Data-Efficient Approach for Many Diverse Languages
    2022/01/28 by Silvia Severini, Severini, Silvia, Ayyoob Imani +5 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
  15. Multilingual Embeddings Jointly Induced from Contexts and Concepts: Simple, Strong and Scalable
    2018/11/01 by Philipp Dufter, Dufter, Philipp, Mengjie Zhao +3 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech and dialogue systems