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Xlm Roberta Base Finetuned Panx Fr

Developed by jgriffi
French token classification model fine-tuned on xtreme dataset based on XLM-RoBERTa-base
Downloads 14
Release Time : 6/3/2022

Model Overview

This model is an optimized fine-tuned version of XLM-RoBERTa-base for French token classification tasks, demonstrating excellent performance on the PAN-X.fr dataset

Model Features

High-performance French Token Classification
Achieves an F1 score of 0.9321 on the PAN-X.fr dataset
Powerful XLM-RoBERTa-based Architecture
Utilizes the multilingual pre-trained model XLM-RoBERTa as foundation, with strong language understanding capabilities
Lightweight Fine-tuning
Requires only 3 training epochs to achieve excellent performance

Model Capabilities

French text token classification
Named Entity Recognition
Sequence Labeling

Use Cases

Natural Language Processing
French Text Entity Recognition
Identify entities such as person names, locations, and organizations in French text
F1 score reaches 0.9321
French Text Information Extraction
Extract structured information from French text
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