--- language: - it tags: - legal --- # Italian Legal Named Entity Recognition (NER) ELECTRA-based model trained to extract entities of interest from Italian civil judgments issued by the Corte Suprema di Cassazione. ## Dataset 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. It can be used to extract the following named entities from the text. | Tag | Italian name | English name | |:----|:-------------|:-------------| | RIC | ricorso | appeal | | RCR | ricorrente | petitioner | | CTR | controricorrente | respondent | | AVV | avvocato | lawyer | | CNS | consigliere | counselor | | PMI | pubblico ministero | prosecutor | | DOM | domicilio | domicile | | CDA | corte d’appello | appeal court | | SNT | sentenza | judgment|