PuDy at FadeIT: Enhancing Fine-Grained Fallacy Detection with Hierarchy-Aware Training and Contextual Enrichment

Duy Dang Phu; Son Bui Hong; Thìn Đặng Văn

PuDy at FadeIT: Enhancing Fine-Grained Fallacy Detection with Hierarchy-Aware Training and Contextual Enrichment

Duy Dang Phu, Son Bui Hong, Dang Van Thin

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Anthology ID:: 2026.evalita-1.65
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:: 709–720
Language:
URL:: https://aclanthology.org/2026.evalita-1.65/
DOI:
Bibkey:
Cite (ACL):: Duy Dang Phu, Son Bui Hong, and Dang Van Thin. 2026. PuDy at FadeIT: Enhancing Fine-Grained Fallacy Detection with Hierarchy-Aware Training and Contextual Enrichment. In Proceedings of the Ninth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2026), pages 709–720, Bari, Italy. CEUR Workshop Proceedings.
Cite (Informal):: PuDy at FadeIT: Enhancing Fine-Grained Fallacy Detection with Hierarchy-Aware Training and Contextual Enrichment (Phu et al., EVALITA 2026)
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PDF:: https://aclanthology.org/2026.evalita-1.65.pdf

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Preformatted

@inproceedings{phu-etal-2026-pudy,
    title = "{P}u{D}y at {F}ade{IT}: Enhancing Fine-Grained Fallacy Detection with Hierarchy-Aware Training and Contextual Enrichment",
    author = "Phu, Duy Dang  and
      Hong, Son Bui  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-1.65/",
    pages = "709--720",
    ISBN = "979-12-243-0586-6"
}

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Download as File

%0 Conference Proceedings
%T PuDy at FadeIT: Enhancing Fine-Grained Fallacy Detection with Hierarchy-Aware Training and Contextual Enrichment
%A Phu, Duy Dang
%A Hong, Son Bui
%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-pudy
%U https://aclanthology.org/2026.evalita-1.65/
%P 709-720

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Markdown (Informal)

[PuDy at FadeIT: Enhancing Fine-Grained Fallacy Detection with Hierarchy-Aware Training and Contextual Enrichment](https://aclanthology.org/2026.evalita-1.65/) (Phu et al., EVALITA 2026)

PuDy at FadeIT: Enhancing Fine-Grained Fallacy Detection with Hierarchy-Aware Training and Contextual Enrichment (Phu et al., EVALITA 2026)

ACL

Duy Dang Phu, Son Bui Hong, and Dang Van Thin. 2026. PuDy at FadeIT: Enhancing Fine-Grained Fallacy Detection with Hierarchy-Aware Training and Contextual Enrichment. In Proceedings of the Ninth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2026), pages 709–720, Bari, Italy. CEUR Workshop Proceedings.