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frollo/word2vec-for-crime-categorization
word2vec-for-crime-categorization is a machine learning model from frollo. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as cc0-1.0.
Word2Vec model obtained by training the model of [1] on a dataset of 17,500 Italian news articles related to crime events
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Updated Jun 17, 2022
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From the Hugging Face model README
Word2Vec model obtained by training the model of [1] on a dataset of 17,500 Italian news articles related to crime events
[1] Di Gennaro G., Buonanno A., Di Girolamo A., Ospedale A., Palmieri F.A.N., Fedele G. (2021) An Analysis of Word2Vec for the Italian Language. In: Esposito A., Faundez-Zanuy M., Morabito F., Pasero E. (eds) Progresses in Artificial Intelligence and Neural Systems. Smart Innovation, Systems and Technologies, vol 184. Springer, Singapore. https://doi.org/10.1007/978-981-15-5093-5_13
If the dataset is useful, please consider citing paper using the BibTex entry below.
@inproceedings{bonisoli2021fedcsis,
author = {Giovanni Bonisoli and
Federica Rollo and
Laura Po},
editor = {Maria Ganzha and
Leszek A. Maciaszek and
Marcin Paprzycki and
Dominik Slezak},
title = {Using Word Embeddings for Italian Crime News Categorization},
booktitle = {Proceedings of the 16th Conference on Computer Science and Intelligence Systems, Online, September 2-5, 2021},
pages = {461--470},
year = {2021},
url = {https://doi.org/10.15439/2021F118},
doi = {10.15439/2021F118}
}