An Analysis of Encoder Representations in Transformer-Based Machine Translation

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Original languageEnglish
Title of host publicationProceedings of the 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP
EditorsLinzen Tal, Grzegorz Chrupała , Afra Alishahi
Number of pages11
Place of PublicationStroudsburg
PublisherAssociation for Computational Linguistics
Publication date2018
Pages287-297
ISBN (Electronic)978-1-948087-71-1
Publication statusPublished - 2018
MoE publication typeA4 Article in conference proceedings
Event2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP - Brussels, Belgium
Duration: 31 Oct 20181 Nov 2018

Fields of Science

  • 113 Computer and information sciences
  • 6121 Languages

Cite this

Raganato, A., & Tiedemann, J. (2018). An Analysis of Encoder Representations in Transformer-Based Machine Translation. In L. Tal, G. Chrupała , & A. Alishahi (Eds.), Proceedings of the 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP (pp. 287-297). Stroudsburg: Association for Computational Linguistics.
Raganato, Alessandro ; Tiedemann, Jörg. / An Analysis of Encoder Representations in Transformer-Based Machine Translation. Proceedings of the 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP. editor / Linzen Tal ; Grzegorz Chrupała ; Afra Alishahi . Stroudsburg : Association for Computational Linguistics, 2018. pp. 287-297
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title = "An Analysis of Encoder Representations in Transformer-Based Machine Translation",
keywords = "113 Computer and information sciences, 6121 Languages",
author = "Alessandro Raganato and J{\"o}rg Tiedemann",
year = "2018",
language = "English",
pages = "287--297",
editor = "Linzen Tal and {Chrupała }, {Grzegorz } and {Alishahi }, {Afra }",
booktitle = "Proceedings of the 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP",
publisher = "Association for Computational Linguistics",
address = "United States",

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Raganato, A & Tiedemann, J 2018, An Analysis of Encoder Representations in Transformer-Based Machine Translation. in L Tal, G Chrupała & A Alishahi (eds), Proceedings of the 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP. Association for Computational Linguistics, Stroudsburg, pp. 287-297, 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP, Brussels, Belgium, 31/10/2018.

An Analysis of Encoder Representations in Transformer-Based Machine Translation. / Raganato, Alessandro; Tiedemann, Jörg.

Proceedings of the 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP. ed. / Linzen Tal; Grzegorz Chrupała ; Afra Alishahi . Stroudsburg : Association for Computational Linguistics, 2018. p. 287-297.

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

TY - GEN

T1 - An Analysis of Encoder Representations in Transformer-Based Machine Translation

AU - Raganato, Alessandro

AU - Tiedemann, Jörg

PY - 2018

Y1 - 2018

KW - 113 Computer and information sciences

KW - 6121 Languages

M3 - Conference contribution

SP - 287

EP - 297

BT - Proceedings of the 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP

A2 - Tal, Linzen

A2 - Chrupała , Grzegorz

A2 - Alishahi , Afra

PB - Association for Computational Linguistics

CY - Stroudsburg

ER -

Raganato A, Tiedemann J. An Analysis of Encoder Representations in Transformer-Based Machine Translation. In Tal L, Chrupała G, Alishahi A, editors, Proceedings of the 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP. Stroudsburg: Association for Computational Linguistics. 2018. p. 287-297