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Hits 1 – 4 of 4
1
What do You Mean by Relation Extraction? A Survey on Datasets and Study on Scientific Relation Classification ...
Bassignana, Elisa
;
Plank, Barbara
. - : arXiv, 2022
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2
Personal-ITY: A Novel YouTube-based Corpus for Personality Prediction in Italian ...
Bassignana, Elisa
;
Nissim, Malvina
;
Patti, Viviana
. - : arXiv, 2020
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3
Matching Theory and Data with Personal-ITY: What a Corpus of Italian YouTube Comments Reveals About Personality ...
The 28th International Conference on Computational Linguistics 2020
;
Bassignana, Elisa
;
Nissim, Malvina
. - : Underline Science Inc., 2020
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4
Hurtlex: A multilingual lexicon of words to hurt
Patti, Viviana
;
Basile, Valerio
;
Bassignana, Elisa
. - : CEUR-WS, 2018. : country:DEU, 2018. : place:Aachen, 2018
Abstract:
We describe the creation of HurtLex, a multilingual lexicon of hate words. The starting point is the Italian hate lexicon developed by the linguist Tullio De Mauro, organized in 17 categories. It has been expanded through the link to available synset-based computational lexical resources such as MultiWordNet and BabelNet, and evolved in a multi-lingual perspective by semiautomatic translation and expert annotation. A twofold evaluation of HurtLex as a resource for hate speech detection in social media is provided: a qualitative evaluation against an Italian annotated Twitter corpus of hate against immigrants, and an extrinsic evaluation in the context of the AMI@Ibereval2018 shared task, where the resource was exploited for extracting domain-specific lexicon-based features for the supervised classification of misogyny in English and Spanish tweets.
Keyword:
corpora
;
hate lexicon
;
hate speech detection
;
Italian
;
social media
;
Twitter
URL:
http://ceur-ws.org/Vol-2253/paper49.pdf
http://hdl.handle.net/2318/1684807
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