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ZENODO
Dataset . 2025
License: http://opensource.org/licenses/MIT
Data sources: ZENODO
ZENODO
Dataset . 2025
License: https://opensource.org/licenses/MIT
Data sources: Datacite
ZENODO
Dataset . 2025
License: https://opensource.org/licenses/MIT
Data sources: Datacite
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ITALIC

Research datakeyboard_double_arrow_right Dataset 07 Feb 2025Embargo end date: 07 Feb 2025 Italian Publisher:Zenodo
Authors: Seveso, Andrea; Potertì, Daniele; MEZZANZANICA, MARIO; Mercorio, Fabio;

doi: 10.5281/zenodo.14725823 , 10.5281/zenodo.14725822

Abstract

We present ITALIC, a large-scale benchmark dataset of 10,000 multiple-choice questions designed to evaluate the natural language understanding of the Italian language and culture. ITALIC spans 12 domains, exploiting public tests to score domain experts in real-world scenarios. We detail our data collection process, stratification techniques, and selection strategies. ITALIC provides a comprehensive assessment suite that captures commonsense reasoning and linguistic proficiency in a morphologically rich language. It serves as a benchmark for evaluating existing models and as a roadmap for future research, encouraging the development of more sophisticated and culturally aware natural language systems. Curated by: CRISP research centre https://crispresearch.it/ Learn more at: https://italicbench.it/

Related Organizations
Keywords

Benchmarking, Natural language processing, Natural Language Processing

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    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    		 Average
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average