From Insights to Impact: Actionable Interpretability for Neural Machine Translation

Gabriele Sarti

From Insights to Impact: Actionable Interpretability for Neural Machine Translation

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Anthology ID:: 2026.eamt-1.1
Volume:: Proceedings of the 26th Annual Conference of the European Association for Machine Translation (Volume 1)
Month:: June
Year:: 2026
Address:: Tilburg, The Netherlands
Editors:: Dimitar Shterionov, Eva Vanmassenhove, Mirella De Sisto, Fred Blain, Javad Pourmostafa Roshan Sharami, Lisa Lepp, Chiara Manna, Argentina Anna Rescigno, Alina Karakanta, Ayla Rigouts Terryn, Manuel Lardelli, Natalia Resende, Elena Murgolo, Janiça Hackenbuchner, Anna Zaretskaya, Miquel Esplà-Gomis, Thierry Etchegoyhen, Dagmar Gromann, Rachel Bawden, Barry Haddow, Sara Szoc, Mikel Forcada, Helena Moniz
Venue:: EAMT
SIG:
Publisher:: European Association for Machine Translation
Note:
Pages:: 1–3
Language:
URL:: https://aclanthology.org/2026.eamt-1.1/
DOI:
Bibkey:
Cite (ACL):: Gabriele Sarti. 2026. From Insights to Impact: Actionable Interpretability for Neural Machine Translation. In Proceedings of the 26th Annual Conference of the European Association for Machine Translation (Volume 1), pages 1–3, Tilburg, The Netherlands. European Association for Machine Translation.
Cite (Informal):: From Insights to Impact: Actionable Interpretability for Neural Machine Translation (Sarti, EAMT 2026)
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PDF:: https://aclanthology.org/2026.eamt-1.1.pdf

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@inproceedings{sarti-2026-insights,
    title = "From Insights to Impact: Actionable Interpretability for Neural Machine Translation",
    author = "Sarti, Gabriele",
    editor = "Shterionov, Dimitar  and
      Vanmassenhove, Eva  and
      De Sisto, Mirella  and
      Blain, Fred  and
      Pourmostafa Roshan Sharami, Javad  and
      Lepp, Lisa  and
      Manna, Chiara  and
      Rescigno, Argentina Anna  and
      Karakanta, Alina  and
      Rigouts Terryn, Ayla  and
      Lardelli, Manuel  and
      Resende, Natalia  and
      Murgolo, Elena  and
      Hackenbuchner, Jani{\c{c}}a  and
      Zaretskaya, Anna  and
      Espl{\`a}-Gomis, Miquel  and
      Etchegoyhen, Thierry  and
      Gromann, Dagmar  and
      Bawden, Rachel  and
      Haddow, Barry  and
      Szoc, Sara  and
      Forcada, Mikel  and
      Moniz, Helena",
    booktitle = "Proceedings of the 26th Annual Conference of the {E}uropean Association for Machine Translation (Volume 1)",
    month = jun,
    year = "2026",
    address = "Tilburg, The Netherlands",
    publisher = "European Association for Machine Translation",
    url = "https://aclanthology.org/2026.eamt-1.1/",
    pages = "1--3",
    ISBN = "9789403901411"
}

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%0 Conference Proceedings
%T From Insights to Impact: Actionable Interpretability for Neural Machine Translation
%A Sarti, Gabriele
%Y Shterionov, Dimitar
%Y Vanmassenhove, Eva
%Y De Sisto, Mirella
%Y Blain, Fred
%Y Pourmostafa Roshan Sharami, Javad
%Y Lepp, Lisa
%Y Manna, Chiara
%Y Rescigno, Argentina Anna
%Y Karakanta, Alina
%Y Rigouts Terryn, Ayla
%Y Lardelli, Manuel
%Y Resende, Natalia
%Y Murgolo, Elena
%Y Hackenbuchner, Janiça
%Y Zaretskaya, Anna
%Y Esplà-Gomis, Miquel
%Y Etchegoyhen, Thierry
%Y Gromann, Dagmar
%Y Bawden, Rachel
%Y Haddow, Barry
%Y Szoc, Sara
%Y Forcada, Mikel
%Y Moniz, Helena
%S Proceedings of the 26th Annual Conference of the European Association for Machine Translation (Volume 1)
%D 2026
%8 June
%I European Association for Machine Translation
%C Tilburg, The Netherlands
%@ 9789403901411
%F sarti-2026-insights
%U https://aclanthology.org/2026.eamt-1.1/
%P 1-3

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Markdown (Informal)

[From Insights to Impact: Actionable Interpretability for Neural Machine Translation](https://aclanthology.org/2026.eamt-1.1/) (Sarti, EAMT 2026)

From Insights to Impact: Actionable Interpretability for Neural Machine Translation (Sarti, EAMT 2026)

ACL

Gabriele Sarti. 2026. From Insights to Impact: Actionable Interpretability for Neural Machine Translation. In Proceedings of the 26th Annual Conference of the European Association for Machine Translation (Volume 1), pages 1–3, Tilburg, The Netherlands. European Association for Machine Translation.