Eraserhead at SVELA: Detecting LLM Forgetting via Logit-Space Statistics

Matteo Berta; Tania Cerquitelli

Eraserhead at SVELA: Detecting LLM Forgetting via Logit-Space Statistics

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Anthology ID:: 2026.evalita-1.43
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:: 477–483
Language:
URL:: https://aclanthology.org/2026.evalita-1.43/
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Bibkey:
Cite (ACL):: Matteo Berta and Tania Cerquitelli. 2026. Eraserhead at SVELA: Detecting LLM Forgetting via Logit-Space Statistics. In Proceedings of the Ninth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2026), pages 477–483, Bari, Italy. CEUR Workshop Proceedings.
Cite (Informal):: Eraserhead at SVELA: Detecting LLM Forgetting via Logit-Space Statistics (Berta & Cerquitelli, EVALITA 2026)
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PDF:: https://aclanthology.org/2026.evalita-1.43.pdf

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Endnote
Preformatted

@inproceedings{berta-cerquitelli-2026-eraserhead,
    title = "Eraserhead at {SVELA}: Detecting {LLM} Forgetting via Logit-Space Statistics",
    author = "Berta, Matteo  and
      Cerquitelli, Tania",
    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-1.43/",
    pages = "477--483",
    ISBN = "979-12-243-0586-6"
}

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%0 Conference Proceedings
%T Eraserhead at SVELA: Detecting LLM Forgetting via Logit-Space Statistics
%A Berta, Matteo
%A Cerquitelli, Tania
%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 berta-cerquitelli-2026-eraserhead
%U https://aclanthology.org/2026.evalita-1.43/
%P 477-483

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Markdown (Informal)

[Eraserhead at SVELA: Detecting LLM Forgetting via Logit-Space Statistics](https://aclanthology.org/2026.evalita-1.43/) (Berta & Cerquitelli, EVALITA 2026)

Eraserhead at SVELA: Detecting LLM Forgetting via Logit-Space Statistics (Berta & Cerquitelli, EVALITA 2026)

ACL

Matteo Berta and Tania Cerquitelli. 2026. Eraserhead at SVELA: Detecting LLM Forgetting via Logit-Space Statistics. In Proceedings of the Ninth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2026), pages 477–483, Bari, Italy. CEUR Workshop Proceedings.