Stochastic Gradient Descenders at DeSegMa-IT: Instruction-Tuned LLM and Token Classification for MGT Detection and Boundary Localization

Huynh Nguyen Phu; Bui Hong Son; Thìn Đặng Văn

Stochastic Gradient Descenders at DeSegMa-IT: Instruction-Tuned LLM and Token Classification for MGT Detection and Boundary Localization

Huynh Nguyen Phu, Bui Hong Son, Dang Van Thin

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Anthology ID:: 2026.evalita-1.9
Volume:: Proceedings of the Ninth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2026)
Month:: February
Year:: 2026
Address:: Bari, Italy
Editors:: Francesco Cutugno, Alessio Miaschi, Alessio Palmero Aprosio, Giulia Rambelli, Lucia Siciliani, Marco Antonio Stranisci
Venues:: EVALITA | WS
SIG:
Publisher:: CEUR Workshop Proceedings
Note:
Pages:: 67–77
Language:
URL:: https://aclanthology.org/2026.evalita-1.9/
DOI:
Bibkey:
Cite (ACL):: Huynh Nguyen Phu, Bui Hong Son, and Dang Van Thin. 2026. Stochastic Gradient Descenders at DeSegMa-IT: Instruction-Tuned LLM and Token Classification for MGT Detection and Boundary Localization. In Proceedings of the Ninth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2026), pages 67–77, Bari, Italy. CEUR Workshop Proceedings.
Cite (Informal):: Stochastic Gradient Descenders at DeSegMa-IT: Instruction-Tuned LLM and Token Classification for MGT Detection and Boundary Localization (Phu et al., EVALITA 2026)
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PDF:: https://aclanthology.org/2026.evalita-1.9.pdf

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@inproceedings{phu-etal-2026-stochastic,
    title = "Stochastic Gradient Descenders at {D}e{S}eg{M}a-{IT}: Instruction-Tuned {LLM} and Token Classification for {MGT} Detection and Boundary Localization",
    author = "Phu, Huynh Nguyen  and
      Son, Bui Hong  and
      Thin, Dang Van",
    editor = "Cutugno, Francesco  and
      Miaschi, Alessio  and
      Palmero Aprosio, Alessio  and
      Rambelli, Giulia  and
      Siciliani, Lucia  and
      Stranisci, Marco Antonio",
    booktitle = "Proceedings of the Ninth Evaluation Campaign of Natural Language Processing and Speech Tools for {I}talian. Final Workshop ({EVALITA} 2026)",
    month = feb,
    year = "2026",
    address = "Bari, Italy",
    publisher = "CEUR Workshop Proceedings",
    url = "https://aclanthology.org/2026.evalita-1.9/",
    pages = "67--77",
    ISBN = "979-12-243-0586-6"
}

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%0 Conference Proceedings
%T Stochastic Gradient Descenders at DeSegMa-IT: Instruction-Tuned LLM and Token Classification for MGT Detection and Boundary Localization
%A Phu, Huynh Nguyen
%A Son, Bui Hong
%A Thin, Dang Van
%Y Cutugno, Francesco
%Y Miaschi, Alessio
%Y Palmero Aprosio, Alessio
%Y Rambelli, Giulia
%Y Siciliani, Lucia
%Y Stranisci, Marco Antonio
%S Proceedings of the Ninth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2026)
%D 2026
%8 February
%I CEUR Workshop Proceedings
%C Bari, Italy
%@ 979-12-243-0586-6
%F phu-etal-2026-stochastic
%U https://aclanthology.org/2026.evalita-1.9/
%P 67-77

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Markdown (Informal)

[Stochastic Gradient Descenders at DeSegMa-IT: Instruction-Tuned LLM and Token Classification for MGT Detection and Boundary Localization](https://aclanthology.org/2026.evalita-1.9/) (Phu et al., EVALITA 2026)

Stochastic Gradient Descenders at DeSegMa-IT: Instruction-Tuned LLM and Token Classification for MGT Detection and Boundary Localization (Phu et al., EVALITA 2026)

ACL

Huynh Nguyen Phu, Bui Hong Son, and Dang Van Thin. 2026. Stochastic Gradient Descenders at DeSegMa-IT: Instruction-Tuned LLM and Token Classification for MGT Detection and Boundary Localization. In Proceedings of the Ninth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2026), pages 67–77, Bari, Italy. CEUR Workshop Proceedings.