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README.md
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---
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language:
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- it
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tags:
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- legal
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---
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# Italian Legal Named Entity Recognition (NER)
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ELECTRA-based model trained to extract entities of interest from Italian civil judgments issued by the Corte Suprema di Cassazione.
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## Dataset
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The model has been fine-tuned on 9000 judgments from 2016 to 2021 (1500 per year), labeled with a combination of rule-based and manual approaches.
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It can be used to extract the following named entities from the text.
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| Tag | Italian name | English name |
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|:----|:-------------|:-------------|
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| RIC | ricorso | appeal |
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| RCR | ricorrente | petitioner |
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| CTR | controricorrente | respondent |
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| AVV | avvocato | lawyer |
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| CNS | consigliere | counselor |
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| PMI | pubblico ministero | prosecutor |
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| DOM | domicilio | domicile |
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| CDA | corte d’appello | appeal court |
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| SNT | sentenza | judgment|
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