Philipp Dufter

Taoyuan Chang Gung Memorial Hospital — Taiwan

Computer Science · Physical Sciences

11h-index627citations49works6.32yr avg
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Research Topics

Natural Language Processing Techniques(41), Topic Modeling(39), Text Readability and Simplification(10), Multimodal Machine Learning Applications(9), Speech Recognition and Synthesis(5)

Publications48 total

MANZANO: A Simple and Scalable Unified Multimodal Model with a Hybrid Vision Tokenizer
arXiv (Cornell University)·2025Open Access
AXLearn: Modular, Hardware-Agnostic Large Model Training
ArXiv.org·2025Open Access
Multimodal Autoregressive Pre-training of Large Vision Encoders
2025· 4 cited
Multimodal Autoregressive Pre-training of Large Vision Encoders
arXiv (Cornell University)·2024· 2 citedOpen Access
MM1: Methods, Analysis and Insights from Multimodal LLM Pre-training
Lecture notes in computer science·2024· 40 cited
MM1.5: Methods, Analysis & Insights from Multimodal LLM Fine-tuning
arXiv (Cornell University)·2024Open Access
Ferret-v2: An Improved Baseline for Referring and Grounding with Large Language Models
arXiv (Cornell University)·2024Open Access
MM1: Methods, Analysis & Insights from Multimodal LLM Pre-training
arXiv (Cornell University)·2024· 11 citedOpen Access
Towards a Broad Coverage Named Entity Resource: A Data-Efficient Approach for Many Diverse Languages
arXiv (Cornell University)·2022· 15 citedOpen Access
Position Information in Transformers: An Overview
Computational Linguistics·2022· 149 citedOpen Access
An Information-Theoretic Approach and Dataset for Probing Gender Stereotypes in Multilingual Masked Language Models
Findings of the Association for Computational Linguistics: NAACL 2022·2022· 2 citedOpen Access
Locating Language-Specific Information in Contextualized Embeddings
arXiv (Cornell University)·2021· 4 citedOpen Access
ParCourE: A Parallel Corpus Explorer for a Massively Multilingual Corpus
arXiv (Cornell University)·2021Open Access
Position Information in Transformers: An Overview
arXiv (Cornell University)·2021· 1 citedOpen Access
Multilingual LAMA: Investigating Knowledge in Multilingual Pretrained\n Language Models
arXiv (Cornell University)·2021Open Access
Graph Algorithms for Multiparallel Word Alignment
arXiv (Cornell University)·2021Open Access
Static Embeddings as Efficient Knowledge Bases?
2021Open Access
Modeling Graph Structure via Relative Position for Text Generation from Knowledge Graphs
2021· 8 citedOpen Access
Graph Algorithms for Multiparallel Word Alignment
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing·2021· 2 citedOpen Access
Multilingual LAMA: Investigating Knowledge in Multilingual Pretrained Language Models
2021· 5 citedOpen Access
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Frequent Co-authors

Hinrich Schütze(36), Masoud Jalili Sabet(8), Zhe Gan(6), Mengjie Zhao(6), Martin Schmitt(5), François Yvon(4), Xianzhi Du(4), Ruoming Pang(4), Alexander Toshev(4), Yinfei Yang(4), Jean-Philippe Fauconnier(3), Sam Dodge(3), Bowen Zhang(3), Dhruti Shah(3), Tom Gunter(3), Xiang Kong(3), Jianyu Wang(3), Nan Du(3), Tao Lei(3), Sam M. Wiseman(3)