LLM-as-Annotator at 4B Scale: Strategy-Specific Instruction Tuning for Chinese Metaphor Identification

Yufeng Wu

LLM-as-Annotator at 4B Scale: Strategy-Specific Instruction Tuning for Chinese Metaphor Identification

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Anthology ID:: 2026.icnlsp-1.29
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:: 310–321
Language:
URL:: https://aclanthology.org/2026.icnlsp-1.29/
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Bibkey:
Cite (ACL):: Yufeng WU. 2026. LLM-as-Annotator at 4B Scale: Strategy-Specific Instruction Tuning for Chinese Metaphor Identification. In Proceedings of the 9th International Conference on Natural Language and Speech Processing (ICNLSP-2026), pages 310–321, University of Trento, Trento, Italy. Association for Computational Linguistics.
Cite (Informal):: LLM-as-Annotator at 4B Scale: Strategy-Specific Instruction Tuning for Chinese Metaphor Identification (WU, ICNLSP 2026)
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PDF:: https://aclanthology.org/2026.icnlsp-1.29.pdf

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@inproceedings{wu-2026-llm,
    title = "{LLM}-as-Annotator at 4{B} Scale: Strategy-Specific Instruction Tuning for {C}hinese Metaphor Identification",
    author = "WU, Yufeng",
    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-1.29/",
    pages = "310--321",
    ISBN = "979-8-89176-458-3"
}

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%0 Conference Proceedings
%T LLM-as-Annotator at 4B Scale: Strategy-Specific Instruction Tuning for Chinese Metaphor Identification
%A WU, Yufeng
%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 wu-2026-llm
%U https://aclanthology.org/2026.icnlsp-1.29/
%P 310-321

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Markdown (Informal)

[LLM-as-Annotator at 4B Scale: Strategy-Specific Instruction Tuning for Chinese Metaphor Identification](https://aclanthology.org/2026.icnlsp-1.29/) (WU, ICNLSP 2026)

LLM-as-Annotator at 4B Scale: Strategy-Specific Instruction Tuning for Chinese Metaphor Identification (WU, ICNLSP 2026)

ACL

Yufeng WU. 2026. LLM-as-Annotator at 4B Scale: Strategy-Specific Instruction Tuning for Chinese Metaphor Identification. In Proceedings of the 9th International Conference on Natural Language and Speech Processing (ICNLSP-2026), pages 310–321, University of Trento, Trento, Italy. Association for Computational Linguistics.