This model is a fine-tuned version of bert-base-uncased for the Semantic Role Labeling (SRL) task on the Universal Proposition Bank dataset, employing a special marking enhancement method.

Natural Language ProcessingTransformers

A fine-tuned version based on the XLM-RoBERTa-base model on a specific dataset, primarily used for sequence labeling tasks, with an evaluated F1 score of 0.8561.

Natural Language ProcessingTransformers

A fine-tuned version of the XLM-RoBERTa-base model on German and French datasets, primarily used for sequence labeling tasks.

Natural Language ProcessingTransformers

A keyphrase extraction model fine-tuned on the Inspec dataset based on the KBIR pre-trained model, using sequence labeling to identify key phrases in text.

Natural Language ProcessingTransformersEnglish

This model is a fine-tuned version of xlm-roberta-base on English CoNLL-formatted OntoNotes v5.0 semantic role labeling data, specifically designed for English semantic role labeling tasks.

Natural Language ProcessingTransformersMultiple Languages

A lightweight named entity recognition model based on DistilBERT, fine-tuned on the CoNLL2003 dataset, suitable for entity labeling tasks in English text.

Natural Language ProcessingTransformers

The Flair NER model is a sequence labeling model trained on the CoNLL-2003 dataset for named entity recognition tasks.

Natural Language ProcessingPytorchEnglish

A lightweight named entity recognition model based on DistilBERT, fine-tuned on the conll2003 dataset, suitable for entity labeling tasks in English text.

Natural Language ProcessingTransformers

This model is a bert-base-multilingual-cased model fine-tuned on English CoNLL-formatted OntoNotes v5.0 semantic role labeling data, primarily used for semantic role labeling tasks.

Natural Language ProcessingJaxMultiple Languages