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Do Large Language Models understand how to be judges?
This paper investigates whether Large Language Models (LLMs) can effectively act as judges for evaluating open-ended text generation …
Nicolò Donati
,
Paolo Torroni
,
Giuseppe Savino
Oct 1, 2025
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Sustainable Italian LLM Evaluation: Community Perspectives and Methodological Guidelines
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Luca Moroni
,
Gianmarco Pappacoda
,
Edoardo Barba
,
Simone Conia
,
Andrea Galassi
,
Bernardo Magnini
,
Roberto Navigli
,
Paolo Torroni
,
Roberto Zanoli
Sep 1, 2025
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Assessing the Reasoning Capabilities of LLMs in the context of Evidence-based Claim Verification
Although LLMs have shown great performance on Mathematics and Coding related reasoning tasks, the reasoning capabilities of LLMs …
John Dougrez-Lewis
,
Mahmud Elahi Akhter
,
Federico Ruggeri
,
Sebastian Löbbers
,
Yulan He
,
Maria Liakata
Jul 1, 2025
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Interlocking-free Selective Rationalization Through Genetic-based Learning
A popular end-to-end architecture for selective rationalization is the select-then-predict pipeline, comprising a generator to extract …
Federico Ruggeri
,
Gaetano Signorelli
Jul 1, 2025
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Overview of MM-ArgFallacy2025 on Multimodal Argumentative Fallacy Detection and Classification in Political Debates
We present an overview of the MM-ArgFallacy2025 shared task on Multimodal Argumentative Fallacy Detection and Classification in …
Eleonora Mancini
,
Federico Ruggeri
,
Serena Villata
,
Paolo Torroni
Jul 1, 2025
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Dynamic Demonstrations Selection for Few-Shot Legal Argument Mining
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Francesco Alfieri
,
Giulia Grundler
,
Francesca Galloni
,
Ruta Liepina
,
Francesca Lagioia
,
Andrea Galassi
,
Paolo Torroni
,
Others
Jan 1, 2025
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Investigating the effectiveness of explainability methods in parkinson’s detection from speech
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Eleonora Mancini
,
Francesco Paissan
,
Paolo Torroni
,
Mirco Ravanelli
,
Cem Subakan
Jan 1, 2025
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LMAC-TD: Producing Time Domain Explanations for Audio Classifiers
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Eleonora Mancini
,
Francesco Paissan
,
Mirco Ravanelli
,
Cem Subakan
Jan 1, 2025
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Overview of the CLEF-2025 CheckThat! Lab: Subjectivity, fact-checking, claim normalization, and retrieval
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Firoj Alam
,
Julia Maria Struß
,
Tanmoy Chakraborty
,
Stefan Dietze
,
Salim Hafid
,
Katerina Korre
,
Arianna Muti
,
Preslav Nakov
,
Federico Ruggeri
,
Sebastian Schellhammer
,
Others
Jan 1, 2025
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AMELIA - Argument Mining Evaluation on Legal documents in ItAlian: A CALAMITA Challenge
This challenge consists of three classification tasks, in the context of argument mining in the legal domain. The tasks are based on a …
Giulia Grundler
,
Andrea Galassi
,
Piera Santin
,
Alessia Fidelangeli
,
Federico Galli
,
Elena Palmieri
,
Francesca Lagioia
,
Giovanni Sartor
,
Paolo Torroni
Dec 1, 2024
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