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Author

Giulia Venturi

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2026

Controllable Sentence Simplification in Italian: Fine-Tuning Large Language Models on Automatically Generated Resources

Results from automatic and human evaluations show that fine-tuning on IMPaCTS improves performance both in terms of task completion and adherence to the targeted readability levels compared to few-shot baselines.

Michele Papucci, Giulia Venturi, F. Dell'orletta · 0 citations
Open access 2026

Comparing Human and Large Language Model Perceptions of Semantic Similarity: Insights from the SimilEx Dataset

A new version of SimilEx is presented, the first Italian dataset containing human similarity judgments and natural language explanations for sentence pairs, extended with LLM-generated scores and explanations, enabling a direct comparison between human and LLM behaviour under parallel annotation conditions.

Chiara Alzetta, F. Dell'orletta, Chiara Fazzone et al. · 0 citations

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