Spanish BERT (BETO) + NER This model is a fine tuned on NER C version of the Spanish BERT cased (BETO) for NER downstream task. Details of the downstream task (NER) Dataset Dataset: CONLL Corpora ES I preprocessed the dataset and split it as train / dev (80/20) Dataset Examples Train 8.7 K Dev 2.2 K Fine tune on NER script provided by Huggingface Labels covered: Metrics on evaluation set: Metric score : : : : F1 90.17 Precision 89.86 Recall 90.47 Comparison: Model F1 score Size(MB) : : : : : bert base spanish wwm cased (BETO) 88.43 421 bert spanish cased finetuned ner (this one) 90.17 420 Best Multilingual BERT 87.38 681 TinyBERT spanish uncased finetuned ner 70.00 55 Model in action Fast usage with pipelines : Created by Manuel Romero/@mrm8488 Made with ♥ in Spain
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