proxectonos/Galician_NER

Galician NER test

Dataset created by combining four galician datasets for Named Entity Recognition, annotated according to the new standards for NER annotations:

• —corNER: Updated version of the original corNER dataset, which was created by annotating for NER the corga dataset.
• —LREC: Updated version to keep up with the new standards for NER annotations.
• —PUD: Dataset created by annotating for NER the Galician PUD treebank.
• —TreeGal: Dataset created by annotating for NER the TreeGal treebank.

All datasets where manually annotated from random extractions of journalistic galician corpus. The labels identify their corresponding tokens as:

• —proper nouns in an initial position (B)
• —an internal position (I)
• —another grammatical element (O).

Proper nouns are classified according to the enamex standard notation:

• —PER (person)
• —ORG (organization)
• —LOC (location)
• —MISC (other).

Acknowledgments

This work is funded by the Ministerio para la Transformación Digital y de la Función Pública - Funded by EU – NextGenerationEU within the framework of the project Desarrollo de Modelos ALIA. Esta publicación del proyecto Desarrollo de Modelos ALIA está financiada por el Ministerio para la Transformación Digital y de la Función Pública y por el Plan de Recuperación, Transformación y Resiliencia – Financiado por la Unión Europea – NextGenerationEU.

Citations:

Marcos Garcia, Pablo Gamallo. Multilingual corpora with coreferential annotation of person entities.

Marcos Garcia, Iria Gayo, Isaac González López. Identificação e classificação de entidades mencionadas em galego.

Xulia Sánchez-Rodríguez, Albina Sarymsakova, Laura Castro, Marcos Garcia. Increasing manually annotated resources for Galician: the Parallel Universal Dependencies Treebank.

Marcos Garcia, Carlos Gómez-Rodríguez, and Miguel A Alonso. New treebank or repurposed? On the feasibility of cross-lingual parsing of romance languages with universal dependencies.