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S. Villata

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RooseBERT: A New Deal For Political Language Modelling

This work introduces a novel PLM for political discourse language called RooseBERT, trained on large political debate and speech corpora in English, and fine-tuned it on multiple downstream tasks related to political debate analysis, highlighting how domain-specific pre-training enhances performance in political debate...

Deborah Dore, Elena Cabrio, S. Villata · 3 citations · ⚡1
#natural language process... Preprint Sep 2026

Deconstructing Stereotypes: Scope-Conditioned Generation for Effective Multilingual Counterspeech

Extensive evaluations show that stereotype-conditioned prompting substantially outperforms generic baselines across all three languages, obtaining significant gains in factuality, specificity, cogency, and effectiveness for both explicit and implicit implied stereotypes.

Greta Damo, Elias Urios Alacreu, Elena Cabrio et al. · 0 citations
#artificial intelligence Preprint Sep 2026

CRITICS - Critical Science Without Borders: Language Models to Promote Critical Thinking in Science Education

The CRITICS project addresses science accessibility and literacy by converging advanced Machine Translation based on Large Language Models (LLMs) with educational technology and explores the design and evaluation of innovative science teaching-learning proposals grounded in curriculum-aligned teaching-learning.

Rodrigo Agerri, Itziar Aldabe, Elena Cabrio et al. · 0 citations

From Whispers to Structures: Computational Argumentation in Politics

This keynote talk presents a key challenge which conjugate argument mining with formal computational models of argumentation, i.e., the assessment of the trustworthiness of natural language arguments, with a focus on fallacious argumentation, with the aim to show how these methods can be used to automatically identify...

S. Villata · 0 citations

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Valentina Leone, S. Villata · 0 citations
#artificial intelligence Preprint Aug 2026

Retrieving Relations, Detecting Fallacies: A RAG Approach to Political Debate Analysis

This work introduces a guided retrieval-augmented methodology for fallacy detection and classification that leverages argumentative relations of support and attack to dynamically steer the extraction of relevant documents when retrieval is argumentatively guided.

Deborah Dore, Greta Damo, Elena Cabrio et al. · 0 citations

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