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Anzahl der Publikationen: 17
Zeitschriftenartikel
Dufter, Philipp; Schmitt, Martin und Schütze, Hinrich
(September 2022):
Position Information in Transformers: An Overview.
In: Computational Linguistics, Bd. 48, Nr. 3: S. 733-763
[PDF, 1MB]
Sabet, Masoud Jalili; Dufter, Philipp und Schütze, Hinrich
(27. April 2020):
SimAlign: High Quality Word Alignments without Parallel Training Data using Static and Contextualized Embeddings.
In: Findings of ACL: EMNLP 2020
[PDF, 1MB]
Zhao, Mengjie; Dufter, Philipp; Yaghoobzadeh, Yadollah und Schütze, Hinrich
(2020):
Quantifying the Contextualization of Word Representations with Semantic Class Probing.
In: Findings of ACL: EMNLP 2020
[PDF, 495kB]
Paper
Dufter, Philipp und Schütze, Hinrich
(1. Mai 2020):
Identifying Necessary Elements for BERT’s Multilinguality.
[PDF, 631kB]
Dufter, Philipp und Schütze, Hinrich
(November 2018):
A Stronger Baseline for Multilingual Word Embeddings.
[PDF, 173kB]
Konferenzbeitrag
Steinborn, Victor; Dufter, Philipp; Jabbar, Haris und Schütze, Hinrich
(Juli 2022):
An Information-Theoretic Approach and Dataset for Probing Gender Stereotypes in Multilingual Masked Language Models.
NAACL 2022, Seattle, United States, July 2022.
Carpuat, Marine; de Marneffe, Marie-Catherine und Meza Ruiz, Ivan Vladimir (Hrsg.):
In: Findings of the Association for Computational Linguistics: NAACL 2022 - Findings : July 10-15, 2022 : NAACL 2022,
Stroudsburg, PA: Association for Computational Linguistics (ACL). S. 921-932
[PDF, 2MB]
Severini, Silvia; Imani, Ayyoob; Dufter, Philipp und Schütze, Hinrich
(Juni 2022):
Towards a Broad Coverage Named Entity Resource: A Data-Efficient Approach for Many Diverse Languages.
EACL 2022, Marseille, France, June 2022.
[PDF, 590kB]
Imani, Ayyoob; Sabet, Masoud Jalili; Senel, Lütfi Kerem; Dufter, Philipp; Yvon, François und Schütze, Hinrich
(November 2021):
Graph Algorithms for Multiparallel Word Alignment.
2021 Conference on Empirical Methods in Natural Language Processing, Online and Punta Cana, Dominican Republic, November 7-11, 2021.
Moens, Marie-Francine; Huang, Xuanjing; Specia, Lucia und Yih, Scott Wen-tau (Hrsg.):
In: Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing,
Stroudsburg, PA: Association for Computational Linguistics. S. 8457-8469
[PDF, 618kB]
Maronikolakis, Antonis; Dufter, Philipp und Schütze, Hinrich
(November 2021):
Wine is Not v i n. On the Compatibility of Tokenizations Across Languages.
EMNLP 2021, Punta Cana, Dominican Republic, November 7–11, 2021.
Moens, Marie-Francine; Huang, Xuanjing; Specia, Lucia und Yih, Scott Wen-tau (Hrsg.):
In: Findings of the Association for Computational Linguistics: EMNLP 2021,
Stroudsburg, PA: Association for Computational Linguistics. S. 2382-2399
[PDF, 3MB]
Dufter, Philipp; Kassner, Nora und Schütze, Hinrich
(Juni 2021):
Static Embeddings as Efficient Knowledge Bases?
2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Online, June 6-11, 2021.
Toutanova, Kristina (Hrsg.):
In: Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies,
Stroudsburg, PA: Association for Computational Linguistics. S. 2353-2363
[PDF, 340kB]
Kassner, Nora; Dufter, Philipp und Schütze, Hinrich
(April 2021):
Multilingual LAMA: Investigating Knowledge in Multilingual Pretrained Language Models.
16th Conference of the European Chapter of the Association for Computational Linguistics, Online, April 2021.
Merlo, Paola; Tiedemann, Jörg und Tsarfaty, Reut (Hrsg.):
In: Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume,
Stroudsburg, PA: Association for Computational Linguistics. S. 3250-3258
[PDF, 2MB]
ImaniGooghari, Ayyoob; Jalili, Masoud; Dufter, Philipp; Cysou, Michael und Schütze, Hinrich
(2021):
ParCourE: A Parallel Corpus Explorer for a Massively Multilingual Corpus.
59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, Online, August 1–6, 2021.
Ji, Heng; Park, Jong C. und Xia, Rui (Hrsg.):
In: Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing: System Demonstrations,
Association for Computational Linguistics (ACL). S. 63-72
Dufter, Philipp; Schmitt, Martin und Schütze, Hinrich
(Dezember 2020):
Increasing Learning Efficiency of Self-Attention Networks through Direct Position Interactions, Learnable Temperature, and Convoluted Attention.
The 28th International Conference on Computational Linguistics, Online, 8. - 13. Dezember 2020.
[PDF, 395kB]
Liang, Sheng; Dufter, Philipp und Schütze, Hinrich
(Dezember 2020):
Monolingual and Multilingual Reduction of Gender Bias in Contextualized Representations.
The 28th International Conference on Computational Linguistics, Online, 8. - 13. Dezember 2020.
[PDF, 850kB]
Dufter, Philipp und Schütze, Hinrich
(November 2020):
Identifying Elements Essential for BERT’s Multilinguality.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, Online, 16th – 20th November 2020.
[PDF, 863kB]
Dufter, Philipp; Zhao, Mengjie; Schmitt, Martin; Fraser, Alexander und Schütze, Hinrich
(Juli 2018):
Embedding Learning Through Multilingual Concept Induction.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), Melbourne, Australia, July 15-20, 2018.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics
Bd. 1
Association for Computational Linguistics. S. 1520-1530
[PDF, 453kB]
Konferenz
Dufter, Philipp und Schütze, Hinrich
(3. November 2019):
Analytical Methods for Interpretable Ultradense Word Embeddings.
, November 3–7, 2019, Hong Kong, China
[PDF, 423kB]