Philipp Dufter

42 papers A* 2A 1B 3C 1Journal 24Unranked 11

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	AXLearn: Modular Large Model Training on Heterogeneous Infrastructure. CoRR Mark Lee, Tom Gunter, Chang Lan, John Peebles, Hanzhi Zhou, Kelvin Zou, Sneha Bangalore, Chung-Cheng Chiu, Nan Du, Xianzhi Du, Philipp Dufter, Ruixuan Hou, Haoshuo Huang, Dongseong Hwang, Xiang Kong, Jinhao Lei, Tao Lei, Meng Li, Li Li, Jiarui Lu, Zhiyun Lu, Yiping Ma, David Qiu, Vivek Rathod, Senyu Tong, Zhucheng Tu, Jianyu Wang, Yongqiang Wang, Zirui Wang, Floris Weers, Sam Wiseman, Guoli Yin, Bowen Zhang, Xiyou Zhou, Danyang Zhuo, Cheng Leong, Ruoming Pang
2025	J	`jnl`	MANZANO: A Simple and Scalable Unified Multimodal Model with a Hybrid Vision Tokenizer. CoRR Yanghao Li, Rui Qian, Bowen Pan, Haotian Zhang, Haoshuo Huang, Bowen Zhang, Jialing Tong, Haoxuan You, Xianzhi Du, Zhe Gan, Hyunjik Kim, Chao Jia, Zhenbang Wang, Yinfei Yang, Mingfei Gao, Zi-Yi Dou, Wenze Hu, Chang Gao, Dongxu Li, Philipp Dufter, Zirui Wang, Guoli Yin, Zhengdong Zhang, Chen Chen, Yang Zhao, Ruoming Pang, Zhifeng Chen
2025	A*	`conf`	MM1.5: Methods, Analysis & Insights from Multimodal LLM Fine-tuning. ICLR Haotian Zhang, Mingfei Gao, Zhe Gan, Philipp Dufter, Nina Wenzel, Forrest Huang, Dhruti Shah, Xianzhi Du, Bowen Zhang, Yanghao Li, Sam Dodge, Keen You, Zhen Yang, Aleksei Timofeev, Mingze Xu, Hong-You Chen, Jean-Philippe Fauconnier, Zhengfeng Lai, Haoxuan You, Zirui Wang, et al.
2025	A*	`conf`	Multimodal Autoregressive Pre-training of Large Vision Encoders. CVPR Enrico Fini, Mustafa Shukor, Xiujun Li, Philipp Dufter, Michal Klein, David Haldimann, Sai Aitharaju, Victor G. Turrisi da Costa, Louis Béthune, Zhe Gan, Alexander Toshev, Marcin Eichner, Moin Nabi, Yinfei Yang, Joshua M. Susskind, Alaaeldin El-Nouby
2024	J	`jnl`	Ferret-v2: An Improved Baseline for Referring and Grounding with Large Language Models. CoRR Haotian Zhang, Haoxuan You, Philipp Dufter, Bowen Zhang, Chen Chen, Hong-You Chen, Tsu-Jui Fu, William Yang Wang, Shih-Fu Chang, Zhe Gan, Yinfei Yang
2024	J	`jnl`	MM1.5: Methods, Analysis & Insights from Multimodal LLM Fine-tuning. CoRR Haotian Zhang, Mingfei Gao, Zhe Gan, Philipp Dufter, Nina Wenzel, Forrest Huang, Dhruti Shah, Xianzhi Du, Bowen Zhang, Yanghao Li, Sam Dodge, Keen You, Zhen Yang, Aleksei Timofeev, Mingze Xu, Hong-You Chen, Jean-Philippe Fauconnier, Zhengfeng Lai, Haoxuan You, Zirui Wang, Afshin Dehghan, Peter Grasch, Yinfei Yang
2024	J	`jnl`	MM1: Methods, Analysis & Insights from Multimodal LLM Pre-training. CoRR Brandon McKinzie, Zhe Gan, Jean-Philippe Fauconnier, Sam Dodge, Bowen Zhang, Philipp Dufter, Dhruti Shah, Xianzhi Du, Futang Peng, Floris Weers, Anton Belyi, Haotian Zhang, Karanjeet Singh, Doug Kang, Ankur Jain, Hongyu Hè, Max Schwarzer, Tom Gunter, Xiang Kong, Aonan Zhang, Jianyu Wang, Chong Wang, Nan Du, Tao Lei, Sam Wiseman, Guoli Yin, Mark Lee, Zirui Wang, Ruoming Pang, Peter Grasch, Alexander Toshev, Yinfei Yang
2024	—	`conf`	MM1: Methods, Analysis and Insights from Multimodal LLM Pre-training. ECCV (29) Brandon McKinzie, Zhe Gan, Jean-Philippe Fauconnier, Sam Dodge, Bowen Zhang, Philipp Dufter, Dhruti Shah, Xianzhi Du, Futang Peng, Anton Belyi, Haotian Zhang, Karanjeet Singh, Doug Kang, Hongyu Hè, Max Schwarzer, Tom Gunter, Xiang Kong, Aonan Zhang, Jianyu Wang, Chong Wang, Nan Du, Tao Lei, Sam Wiseman, Mark Lee, Zirui Wang, Ruoming Pang, Peter Grasch, Alexander Toshev, Yinfei Yang
2024	J	`jnl`	Multimodal Autoregressive Pre-training of Large Vision Encoders. CoRR Enrico Fini, Mustafa Shukor, Xiujun Li, Philipp Dufter, Michal Klein, David Haldimann, Sai Aitharaju, Victor Guilherme Turrisi da Costa, Louis Béthune, Zhe Gan, Alexander T. Toshev, Marcin Eichner, Moin Nabi, Yinfei Yang, Joshua M. Susskind, Alaaeldin El-Nouby
2022	—	`conf`	An Information-Theoretic Approach and Dataset for Probing Gender Stereotypes in Multilingual Masked Language Models. NAACL-HLT (Findings) Victor Steinborn, Philipp Dufter, Haris Jabbar, Hinrich Schütze
2022	J	`jnl`	Position Information in Transformers: An Overview. Comput. Linguistics Philipp Dufter, Martin Schmitt, Hinrich Schütze
2022	B	`conf`	Towards a Broad Coverage Named Entity Resource: A Data-Efficient Approach for Many Diverse Languages. LREC Silvia Severini, Ayyoob Imani, Philipp Dufter, Hinrich Schütze
2022	J	`jnl`	Towards a Broad Coverage Named Entity Resource: A Data-Efficient Approach for Many Diverse Languages. CoRR Silvia Severini, Ayyoob Imani, Philipp Dufter, Hinrich Schütze
2021	J	`jnl`	BERT Cannot Align Characters. CoRR Antonis Maronikolakis, Philipp Dufter, Hinrich Schütze
2021	—	`conf`	Graph Algorithms for Multiparallel Word Alignment. EMNLP (1) Ayyoob Imani, Masoud Jalili Sabet, Lutfi Kerem Senel, Philipp Dufter, François Yvon, Hinrich Schütze
2021	J	`jnl`	Graph Algorithms for Multiparallel Word Alignment. CoRR Ayyoob Imani, Masoud Jalili Sabet, Lütfi Kerem Senel, Philipp Dufter, François Yvon, Hinrich Schütze
2021	J	`jnl`	Locating Language-Specific Information in Contextualized Embeddings. CoRR Sheng Liang, Philipp Dufter, Hinrich Schütze
2021	A	`conf`	Multilingual LAMA: Investigating Knowledge in Multilingual Pretrained Language Models. EACL Nora Kassner, Philipp Dufter, Hinrich Schütze
2021	J	`jnl`	Multilingual LAMA: Investigating Knowledge in Multilingual Pretrained Language Models. CoRR Nora Kassner, Philipp Dufter, Hinrich Schütze
2021	—	`conf`	ParCourE: A Parallel Corpus Explorer for a Massively Multilingual Corpus. ACL (demo) Ayyoob Imani, Masoud Jalili Sabet, Philipp Dufter, Michael Cysouw, Hinrich Schütze
2021	J	`jnl`	ParCourE: A Parallel Corpus Explorer for a Massively Multilingual Corpus. CoRR Ayyoob Imani, Masoud Jalili Sabet, Philipp Dufter, Michael Cysouw, Hinrich Schütze
2021	J	`jnl`	Position Information in Transformers: An Overview. CoRR Philipp Dufter, Martin Schmitt, Hinrich Schütze
2021	C	`conf`	Semantic Text Segment Classification of Structured Technical Content. NLDB Julian Höllig, Philipp Dufter, Michaela Geierhos, Wolfgang Ziegler, Hinrich Schütze
2021	—	`conf`	Static Embeddings as Efficient Knowledge Bases? NAACL-HLT Philipp Dufter, Nora Kassner, Hinrich Schütze
2021	J	`jnl`	Static Embeddings as Efficient Knowledge Bases? CoRR Philipp Dufter, Nora Kassner, Hinrich Schütze
2021	J	`jnl`	Wine is Not v i n. - On the Compatibility of Tokenizations Across Languages. CoRR Antonis Maronikolakis, Philipp Dufter, Hinrich Schütze
2021	—	`conf`	Wine is not v i n. On the Compatibility of Tokenizations across Languages. EMNLP (Findings) Antonis Maronikolakis, Philipp Dufter, Hinrich Schütze
2020	—	`conf`	Identifying Elements Essential for BERT's Multilinguality. EMNLP (1) Philipp Dufter, Hinrich Schütze
2020	J	`jnl`	Identifying Necessary Elements for BERT's Multilinguality. CoRR Philipp Dufter, Hinrich Schütze
2020	B	`conf`	Increasing Learning Efficiency of Self-Attention Networks through Direct Position Interactions, Learnable Temperature, and Convoluted Attention. COLING Philipp Dufter, Martin Schmitt, Hinrich Schütze
2020	J	`jnl`	Modeling Graph Structure via Relative Position for Better Text Generation from Knowledge Graphs. CoRR Martin Schmitt, Leonardo F. R. Ribeiro, Philipp Dufter, Iryna Gurevych, Hinrich Schütze
2020	B	`conf`	Monolingual and Multilingual Reduction of Gender Bias in Contextualized Representations. COLING Sheng Liang, Philipp Dufter, Hinrich Schütze
2020	—	`conf`	Quantifying the Contextualization of Word Representations with Semantic Class Probing. EMNLP (Findings) Mengjie Zhao, Philipp Dufter, Yadollah Yaghoobzadeh, Hinrich Schütze
2020	J	`jnl`	Quantifying the Contextualization of Word Representations with Semantic Class Probing. CoRR Mengjie Zhao, Philipp Dufter, Yadollah Yaghoobzadeh, Hinrich Schütze
2020	—	`conf`	SimAlign: High Quality Word Alignments without Parallel Training Data using Static and Contextualized Embeddings. EMNLP (Findings) Masoud Jalili Sabet, Philipp Dufter, François Yvon, Hinrich Schütze
2020	J	`jnl`	SimAlign: High Quality Word Alignments without Parallel Training Data using Static and Contextualized Embeddings. CoRR Masoud Jalili Sabet, Philipp Dufter, Hinrich Schütze
2020	J	`jnl`	Subword Sampling for Low Resource Word Alignment. CoRR Ehsaneddin Asgari, Masoud Jalili Sabet, Philipp Dufter, Christoph Ringlstetter, Hinrich Schütze
2019	—	`conf`	Analytical Methods for Interpretable Ultradense Word Embeddings. EMNLP/IJCNLP (1) Philipp Dufter, Hinrich Schütze
2019	J	`jnl`	Analytical Methods for Interpretable Ultradense Word Embeddings. CoRR Philipp Dufter, Hinrich Schütze
2018	J	`jnl`	A Stronger Baseline for Multilingual Word Embeddings. CoRR Philipp Dufter, Hinrich Schütze
2018	J	`jnl`	A Universal Semantic Space. CoRR Philipp Dufter, Hinrich Schütze
2018	—	`conf`	Embedding Learning Through Multilingual Concept Induction. ACL (1) Philipp Dufter, Mengjie Zhao, Martin Schmitt, Alexander M. Fraser, Hinrich Schütze