Author

Deborah Dore

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#artificial intelligence Aug 2025

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 · arXiv.org · 3 citations · ⚡1

#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