Philipp Dufter

According to our database, Philipp Dufter authored at least 25 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

MM1: Methods, Analysis & Insights from Multimodal LLM Pre-training.

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

CoRR, 2024

2022

Position Information in Transformers: An Overview.

Philipp Dufter, Martin Schmitt, Hinrich Schütze

Comput. Linguistics, 2022

An Information-Theoretic Approach and Dataset for Probing Gender Stereotypes in Multilingual Masked Language Models.

Victor Steinborn, Philipp Dufter, Haris Jabbar, Hinrich Schütze

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

Towards a Broad Coverage Named Entity Resource: A Data-Efficient Approach for Many Diverse Languages.

Silvia Severini, Ayyoob Imani, Philipp Dufter, Hinrich Schütze

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

2021

BERT Cannot Align Characters.

Antonis Maronikolakis, Philipp Dufter, Hinrich Schütze

CoRR, 2021

Locating Language-Specific Information in Contextualized Embeddings.

Sheng Liang, Philipp Dufter, Hinrich Schütze

CoRR, 2021

Semantic Text Segment Classification of Structured Technical Content.

Julian Höllig, Philipp Dufter, Michaela Geierhos, Wolfgang Ziegler, Hinrich Schütze

Proceedings of the Natural Language Processing and Information Systems, 2021

Static Embeddings as Efficient Knowledge Bases?

Philipp Dufter, Nora Kassner, Hinrich Schütze

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Wine is not v i n. On the Compatibility of Tokenizations across Languages.

Antonis Maronikolakis, Philipp Dufter, Hinrich Schütze

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Graph Algorithms for Multiparallel Word Alignment.

Ayyoob Imani, Masoud Jalili Sabet, Lutfi Kerem Senel, Philipp Dufter, François Yvon, Hinrich Schütze

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Multilingual LAMA: Investigating Knowledge in Multilingual Pretrained Language Models.

Nora Kassner, Philipp Dufter, Hinrich Schütze

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

ParCourE: A Parallel Corpus Explorer for a Massively Multilingual Corpus.

Ayyoob Imani, Masoud Jalili Sabet, Philipp Dufter, Michael Cysouw, Hinrich Schütze

Proceedings of the Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

Subword Sampling for Low Resource Word Alignment.

Ehsaneddin Asgari, Masoud Jalili Sabet, Philipp Dufter, Christoph Ringlstetter, Hinrich Schütze

CoRR, 2020

Modeling Graph Structure via Relative Position for Better Text Generation from Knowledge Graphs.

Martin Schmitt, Leonardo F. R. Ribeiro, Philipp Dufter, Iryna Gurevych, Hinrich Schütze

CoRR, 2020

Identifying Necessary Elements for BERT's Multilinguality.

Philipp Dufter, Hinrich Schütze

CoRR, 2020

SimAlign: High Quality Word Alignments without Parallel Training Data using Static and Contextualized Embeddings.

Masoud Jalili Sabet, Philipp Dufter, Hinrich Schütze

CoRR, 2020

Quantifying the Contextualization of Word Representations with Semantic Class Probing.

Mengjie Zhao, Philipp Dufter, Yadollah Yaghoobzadeh, Hinrich Schütze

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

SimAlign: High Quality Word Alignments without Parallel Training Data using Static and Contextualized Embeddings.

Masoud Jalili Sabet, Philipp Dufter, François Yvon, Hinrich Schütze

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Identifying Elements Essential for BERT's Multilinguality.

Philipp Dufter, Hinrich Schütze

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Monolingual and Multilingual Reduction of Gender Bias in Contextualized Representations.

Sheng Liang, Philipp Dufter, Hinrich Schütze

Proceedings of the 28th International Conference on Computational Linguistics, 2020

Increasing Learning Efficiency of Self-Attention Networks through Direct Position Interactions, Learnable Temperature, and Convoluted Attention.

Philipp Dufter, Martin Schmitt, Hinrich Schütze

Proceedings of the 28th International Conference on Computational Linguistics, 2020

2019

Analytical Methods for Interpretable Ultradense Word Embeddings.

Philipp Dufter, Hinrich Schütze

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

2018

A Stronger Baseline for Multilingual Word Embeddings.

Philipp Dufter, Hinrich Schütze

CoRR, 2018

A Universal Semantic Space.

Philipp Dufter, Hinrich Schütze

CoRR, 2018

Embedding Learning Through Multilingual Concept Induction.

Philipp Dufter, Mengjie Zhao, Martin Schmitt, Alexander M. Fraser, Hinrich Schütze

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018