Philipp Dufter

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. Position Information in Transformers: An Overview
   2022/01/01 by Philipp Dufter, Martin Schmitt, Hinrich Schütze · 12 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech and dialogue systems
5. Multimodal Autoregressive Pre-training of Large Vision Encoders
   2024/11/21 by Enrico Fini, Mustafa Shukor, Fini, Enrico +29 · 26 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
6. Ferret-v2: An Improved Baseline for Referring and Grounding with Large Language Models
   2024/04/11 by Haotian Zhang, Zhang, Haotian, Haoxuan You +19 · 19 citations
   Computer Science · Medicine · #Multimodal Machine Learning Applications #COVID-19 diagnosis using AI #Domain Adaptation and Few-Shot Learning
7. SimAlign: High Quality Word Alignments without Parallel Training Data using Static and Contextualized Embeddings
   2020/04/18 by Masoud Jalili Sabet, Philipp Dufter, Sabet, Masoud Jalili +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. Towards a Broad Coverage Named Entity Resource: A Data-Efficient Approach for Many Diverse Languages
   2022/01/28 by Silvia Severini, Ayyoob Imani, Severini, Silvia +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
9. 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