RES2 at IMPOLS 2026: Implicit Content Classification via Span-Awareness, Hierarchical Multi-Task Learning and Synthetic Data

Salvatore Spezia; Salvatore Ferrara; Roberto Dioguardi; Ernesto Davì; Irene Siragusa; Roberto Pirrone

RES2 at IMPOLS 2026: Implicit Content Classification via Span-Awareness, Hierarchical Multi-Task Learning and Synthetic Data

Salvatore Spezia, Salvatore Ferrara, Roberto Dioguardi, Ernesto Davì, Irene Siragusa, Roberto Pirrone

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Anthology ID:: 2026.evalita-1.70
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:: 770–781
Language:
URL:: https://aclanthology.org/2026.evalita-1.70/
DOI:
Bibkey:
Cite (ACL):: Salvatore Spezia, Salvatore Ferrara, Roberto Dioguardi, Ernesto Davì, Irene Siragusa, and Roberto Pirrone. 2026. RES2 at IMPOLS 2026: Implicit Content Classification via Span-Awareness, Hierarchical Multi-Task Learning and Synthetic Data. In Proceedings of the Ninth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2026), pages 770–781, Bari, Italy. CEUR Workshop Proceedings.
Cite (Informal):: RES2 at IMPOLS 2026: Implicit Content Classification via Span-Awareness, Hierarchical Multi-Task Learning and Synthetic Data (Spezia et al., EVALITA 2026)
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PDF:: https://aclanthology.org/2026.evalita-1.70.pdf

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@inproceedings{spezia-etal-2026-res2,
    title = "{RES}2 at {IMPOLS} 2026: Implicit Content Classification via Span-Awareness, Hierarchical Multi-Task Learning and Synthetic Data",
    author = "Spezia, Salvatore  and
      Ferrara, Salvatore  and
      Dioguardi, Roberto  and
      Dav{\`i}, Ernesto  and
      Siragusa, Irene  and
      Pirrone, Roberto",
    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-1.70/",
    pages = "770--781",
    ISBN = "979-12-243-0586-6"
}

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%0 Conference Proceedings
%T RES2 at IMPOLS 2026: Implicit Content Classification via Span-Awareness, Hierarchical Multi-Task Learning and Synthetic Data
%A Spezia, Salvatore
%A Ferrara, Salvatore
%A Dioguardi, Roberto
%A Davì, Ernesto
%A Siragusa, Irene
%A Pirrone, Roberto
%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 spezia-etal-2026-res2
%U https://aclanthology.org/2026.evalita-1.70/
%P 770-781

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Markdown (Informal)

[RES2 at IMPOLS 2026: Implicit Content Classification via Span-Awareness, Hierarchical Multi-Task Learning and Synthetic Data](https://aclanthology.org/2026.evalita-1.70/) (Spezia et al., EVALITA 2026)

RES2 at IMPOLS 2026: Implicit Content Classification via Span-Awareness, Hierarchical Multi-Task Learning and Synthetic Data (Spezia et al., EVALITA 2026)

ACL

Salvatore Spezia, Salvatore Ferrara, Roberto Dioguardi, Ernesto Davì, Irene Siragusa, and Roberto Pirrone. 2026. RES2 at IMPOLS 2026: Implicit Content Classification via Span-Awareness, Hierarchical Multi-Task Learning and Synthetic Data. In Proceedings of the Ninth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2026), pages 770–781, Bari, Italy. CEUR Workshop Proceedings.