Philipp Dufter

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 35

Top Topics

Analytical Methods

Top Venues

EMNLP (Findings)

Publications

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
Ferret-v2: An Improved Baseline for Referring and Grounding with Large Language Models. CoRR (2024)
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
MM1: Methods, Analysis & Insights from Multimodal LLM Pre-training. CoRR (2024)
Silvia Severini, Ayyoob Imani, Philipp Dufter, Hinrich Schütze
Towards a Broad Coverage Named Entity Resource: A Data-Efficient Approach for Many Diverse Languages. CoRR (2022)
Silvia Severini, Ayyoob ImaniGooghari, Philipp Dufter, Hinrich Schütze
Towards a Broad Coverage Named Entity Resource: A Data-Efficient Approach for Many Diverse Languages. LREC (2022)
Philipp Dufter, Martin Schmitt, Hinrich Schütze
Position Information in Transformers: An Overview. Comput. Linguistics 48 (3) (2022)
Victor Steinborn, Philipp Dufter, Haris Jabbar, Hinrich Schütze
An Information-Theoretic Approach and Dataset for Probing Gender Stereotypes in Multilingual Masked Language Models. NAACL-HLT (Findings) (2022)
Ayyoob Imani, Masoud Jalili Sabet, Lütfi Kerem Senel, Philipp Dufter, François Yvon, Hinrich Schütze
Graph Algorithms for Multiparallel Word Alignment. CoRR (2021)
Ayyoob ImaniGooghari, Masoud Jalili Sabet, Philipp Dufter, Michael Cysouw, Hinrich Schütze
ParCourE: A Parallel Corpus Explorer for a Massively Multilingual Corpus. ACL (demo) (2021)
Philipp Dufter, Nora Kassner, Hinrich Schütze
Static Embeddings as Efficient Knowledge Bases? CoRR (2021)
Philipp Dufter, Martin Schmitt, Hinrich Schütze
Position Information in Transformers: An Overview. CoRR (2021)
Sheng Liang, Philipp Dufter, Hinrich Schütze
Locating Language-Specific Information in Contextualized Embeddings. CoRR (2021)
Antonis Maronikolakis, Philipp Dufter, Hinrich Schütze
Wine is not v i n. On the Compatibility of Tokenizations across Languages. EMNLP (Findings) (2021)
Antonis Maronikolakis, Philipp Dufter, Hinrich Schütze
Wine is Not v i n. - On the Compatibility of Tokenizations Across Languages. CoRR (2021)
Nora Kassner, Philipp Dufter, Hinrich Schütze
Multilingual LAMA: Investigating Knowledge in Multilingual Pretrained Language Models. CoRR (2021)
Antonis Maronikolakis, Philipp Dufter, Hinrich Schütze
BERT Cannot Align Characters. CoRR (2021)
Ayyoob Imani, Masoud Jalili Sabet, Philipp Dufter, Michael Cysouw, Hinrich Schütze
ParCourE: A Parallel Corpus Explorer for a Massively Multilingual Corpus. CoRR (2021)
Ayyoob Imani, Masoud Jalili Sabet, Lutfi Kerem Senel, Philipp Dufter, François Yvon, Hinrich Schütze
Graph Algorithms for Multiparallel Word Alignment. EMNLP (1) (2021)
Nora Kassner, Philipp Dufter, Hinrich Schütze
Multilingual LAMA: Investigating Knowledge in Multilingual Pretrained Language Models. EACL (2021)
Julian Höllig, Philipp Dufter, Michaela Geierhos, Wolfgang Ziegler, Hinrich Schütze
Semantic Text Segment Classification of Structured Technical Content. NLDB (2021)
Philipp Dufter, Nora Kassner, Hinrich Schütze
Static Embeddings as Efficient Knowledge Bases? NAACL-HLT (2021)
Philipp Dufter, Hinrich Schütze
Identifying Necessary Elements for BERT's Multilinguality. CoRR (2020)
Philipp Dufter, Martin Schmitt, Hinrich Schütze
Increasing Learning Efficiency of Self-Attention Networks through Direct Position Interactions, Learnable Temperature, and Convoluted Attention. COLING (2020)
Philipp Dufter, Hinrich Schütze
Identifying Elements Essential for BERT's Multilinguality. EMNLP (1) (2020)
Martin Schmitt, Leonardo F. R. Ribeiro, Philipp Dufter, Iryna Gurevych, Hinrich Schütze
Modeling Graph Structure via Relative Position for Better Text Generation from Knowledge Graphs. CoRR (2020)
Masoud Jalili Sabet, Philipp Dufter, Hinrich Schütze
SimAlign: High Quality Word Alignments without Parallel Training Data using Static and Contextualized Embeddings. CoRR (2020)
Masoud Jalili Sabet, Philipp Dufter, François Yvon, Hinrich Schütze
SimAlign: High Quality Word Alignments without Parallel Training Data using Static and Contextualized Embeddings. EMNLP (Findings) (2020)
Sheng Liang, Philipp Dufter, Hinrich Schütze
Monolingual and Multilingual Reduction of Gender Bias in Contextualized Representations. COLING (2020)
Mengjie Zhao, Philipp Dufter, Yadollah Yaghoobzadeh, Hinrich Schütze
Quantifying the Contextualization of Word Representations with Semantic Class Probing. CoRR (2020)
Mengjie Zhao, Philipp Dufter, Yadollah Yaghoobzadeh, Hinrich Schütze
Quantifying the Contextualization of Word Representations with Semantic Class Probing. EMNLP (Findings) (2020)
Ehsaneddin Asgari, Masoud Jalili Sabet, Philipp Dufter, Christoph Ringlstetter, Hinrich Schütze
Subword Sampling for Low Resource Word Alignment. CoRR (2020)
Philipp Dufter, Hinrich Schütze
Analytical Methods for Interpretable Ultradense Word Embeddings. EMNLP/IJCNLP (1) (2019)
Philipp Dufter, Hinrich Schütze
Analytical Methods for Interpretable Ultradense Word Embeddings. CoRR (2019)
Philipp Dufter, Hinrich Schütze
A Universal Semantic Space. CoRR (2018)
Philipp Dufter, Hinrich Schütze
A Stronger Baseline for Multilingual Word Embeddings. CoRR (2018)
Philipp Dufter, Mengjie Zhao, Martin Schmitt, Alexander M. Fraser, Hinrich Schütze
Embedding Learning Through Multilingual Concept Induction. ACL (1) (2018)