Davlan / bert-base-multilingual-cased-finetuned-luganda

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Total runs: 31
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7-day runs: 3
30-day runs: 16
Model's Last Updated: June 18 2021
fill-mask

Introduction of bert-base-multilingual-cased-finetuned-luganda

Model Details of bert-base-multilingual-cased-finetuned-luganda

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bert-base-multilingual-cased-finetuned-luganda

Model description

bert-base-multilingual-cased-finetuned-luganda is a Luganda BERT model obtained by fine-tuning bert-base-multilingual-cased model on Luganda language texts. It provides better performance than the multilingual BERT on text classification and named entity recognition datasets.

Specifically, this model is a bert-base-multilingual-cased model that was fine-tuned on Luganda corpus.

Intended uses & limitations
How to use

You can use this model with Transformers pipeline for masked token prediction.

>>> from transformers import pipeline
>>> unmasker = pipeline('fill-mask', model='Davlan/bert-base-multilingual-cased-finetuned-luganda')
>>> unmasker("Ffe tulwanyisa abo abaagala okutabangula [MASK], Kimuli bwe yategeezezza.")
Limitations and bias

This model is limited by its training dataset of entity-annotated news articles from a specific span of time. This may not generalize well for all use cases in different domains.

Training data

This model was fine-tuned on JW300 + BUKKEDDE + Luganda CC-100

Training procedure

This model was trained on a single NVIDIA V100 GPU

Eval results on Test set (F-score, average over 5 runs)
Dataset mBERT F1 lg_bert F1
MasakhaNER 80.36 84.70
BibTeX entry and citation info

By David Adelani


Runs of Davlan bert-base-multilingual-cased-finetuned-luganda on huggingface.co

31
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3-day runs
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7-day runs
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