On Limitations of LLM as Annotator for Low Resource Languages

Suramya Jadhav; Abhay Shanbhag; Amogh Thakurdesai; Ridhima Sinare; Raviraj Joshi

On Limitations of LLM as Annotator for Low Resource Languages

Suramya Jadhav, Abhay Shanbhag, Amogh Thakurdesai, Ridhima Sinare, Raviraj Joshi

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Anthology ID:: 2025.icnlsp-1.27
Volume:: Proceedings of the 8th International Conference on Natural Language and Speech Processing (ICNLSP-2025)
Month:: August
Year:: 2025
Address:: Southern Denmark University, Odense, Denmark
Editors:: Mourad Abbas, Tariq Yousef, Lukas Galke
Venue:: ICNLSP
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Publisher:: Association for Computational Linguistics
Note:
Pages:: 277–282
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URL:: https://aclanthology.org/2025.icnlsp-1.27/
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Cite (ACL):: Suramya Jadhav, Abhay Shanbhag, Amogh Thakurdesai, Ridhima Sinare, and Raviraj Joshi. 2025. On Limitations of LLM as Annotator for Low Resource Languages. In Proceedings of the 8th International Conference on Natural Language and Speech Processing (ICNLSP-2025), pages 277–282, Southern Denmark University, Odense, Denmark. Association for Computational Linguistics.
Cite (Informal):: On Limitations of LLM as Annotator for Low Resource Languages (Jadhav et al., ICNLSP 2025)
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PDF:: https://aclanthology.org/2025.icnlsp-1.27.pdf

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@inproceedings{jadhav-etal-2025-limitations,
    title = "On Limitations of {LLM} as Annotator for Low Resource Languages",
    author = "Jadhav, Suramya  and
      Shanbhag, Abhay  and
      Thakurdesai, Amogh  and
      Sinare, Ridhima  and
      Joshi, Raviraj",
    editor = "Abbas, Mourad  and
      Yousef, Tariq  and
      Galke, Lukas",
    booktitle = "Proceedings of the 8th International Conference on Natural Language and Speech Processing (ICNLSP-2025)",
    month = aug,
    year = "2025",
    address = "Southern Denmark University, Odense, Denmark",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2025.icnlsp-1.27/",
    pages = "277--282"
}

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%0 Conference Proceedings
%T On Limitations of LLM as Annotator for Low Resource Languages
%A Jadhav, Suramya
%A Shanbhag, Abhay
%A Thakurdesai, Amogh
%A Sinare, Ridhima
%A Joshi, Raviraj
%Y Abbas, Mourad
%Y Yousef, Tariq
%Y Galke, Lukas
%S Proceedings of the 8th International Conference on Natural Language and Speech Processing (ICNLSP-2025)
%D 2025
%8 August
%I Association for Computational Linguistics
%C Southern Denmark University, Odense, Denmark
%F jadhav-etal-2025-limitations
%U https://aclanthology.org/2025.icnlsp-1.27/
%P 277-282

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Markdown (Informal)

[On Limitations of LLM as Annotator for Low Resource Languages](https://aclanthology.org/2025.icnlsp-1.27/) (Jadhav et al., ICNLSP 2025)

On Limitations of LLM as Annotator for Low Resource Languages (Jadhav et al., ICNLSP 2025)

ACL

Suramya Jadhav, Abhay Shanbhag, Amogh Thakurdesai, Ridhima Sinare, and Raviraj Joshi. 2025. On Limitations of LLM as Annotator for Low Resource Languages. In Proceedings of the 8th International Conference on Natural Language and Speech Processing (ICNLSP-2025), pages 277–282, Southern Denmark University, Odense, Denmark. Association for Computational Linguistics.