When Silver Isn’t Enough: Data Quality Effects on Pnar-English Machine Translation

Riya Tekcham; Fitha Asma Sulfeekhar; Badal Nyalang

When Silver Isn’t Enough: Data Quality Effects on Pnar-English Machine Translation

Riya Tekcham, Fitha Asma Sulfeekhar, Badal Nyalang

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Anthology ID:: 2026.icnlsp-1.27
Volume:: Proceedings of the 9th International Conference on Natural Language and Speech Processing (ICNLSP-2026)
Month:: September
Year:: 2026
Address:: University of Trento, Trento, Italy
Editors:: Mourad Abbas, Abed Alhakim Freihat
Venue:: ICNLSP
SIG:
Publisher:: Association for Computational Linguistics
Note:
Pages:: 290–296
Language:
URL:: https://aclanthology.org/2026.icnlsp-1.27/
DOI:
Bibkey:
Cite (ACL):: Riya Tekcham, Fitha Asma Sulfeekhar, and Badal Nyalang. 2026. When Silver Isn’t Enough: Data Quality Effects on Pnar-English Machine Translation. In Proceedings of the 9th International Conference on Natural Language and Speech Processing (ICNLSP-2026), pages 290–296, University of Trento, Trento, Italy. Association for Computational Linguistics.
Cite (Informal):: When Silver Isn’t Enough: Data Quality Effects on Pnar-English Machine Translation (Tekcham et al., ICNLSP 2026)
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PDF:: https://aclanthology.org/2026.icnlsp-1.27.pdf

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@inproceedings{tekcham-etal-2026-silver,
    title = "When Silver Isn{'}t Enough: Data Quality Effects on {P}nar-{E}nglish Machine Translation",
    author = "Tekcham, Riya  and
      Sulfeekhar, Fitha Asma  and
      Nyalang, Badal",
    editor = "Abbas, Mourad  and
      Freihat, Abed Alhakim",
    booktitle = "Proceedings of the 9th International Conference on Natural Language and Speech Processing ({ICNLSP}-2026)",
    month = sep,
    year = "2026",
    address = "University of Trento, Trento, Italy",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.icnlsp-1.27/",
    pages = "290--296",
    ISBN = "979-8-89176-458-3"
}

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%0 Conference Proceedings
%T When Silver Isn’t Enough: Data Quality Effects on Pnar-English Machine Translation
%A Tekcham, Riya
%A Sulfeekhar, Fitha Asma
%A Nyalang, Badal
%Y Abbas, Mourad
%Y Freihat, Abed Alhakim
%S Proceedings of the 9th International Conference on Natural Language and Speech Processing (ICNLSP-2026)
%D 2026
%8 September
%I Association for Computational Linguistics
%C University of Trento, Trento, Italy
%@ 979-8-89176-458-3
%F tekcham-etal-2026-silver
%U https://aclanthology.org/2026.icnlsp-1.27/
%P 290-296

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Markdown (Informal)

[When Silver Isn’t Enough: Data Quality Effects on Pnar-English Machine Translation](https://aclanthology.org/2026.icnlsp-1.27/) (Tekcham et al., ICNLSP 2026)

When Silver Isn’t Enough: Data Quality Effects on Pnar-English Machine Translation (Tekcham et al., ICNLSP 2026)

ACL

Riya Tekcham, Fitha Asma Sulfeekhar, and Badal Nyalang. 2026. When Silver Isn’t Enough: Data Quality Effects on Pnar-English Machine Translation. In Proceedings of the 9th International Conference on Natural Language and Speech Processing (ICNLSP-2026), pages 290–296, University of Trento, Trento, Italy. Association for Computational Linguistics.