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Update README.md
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README.md
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pipeline_tag: token-classification
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---
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Named entity recognition On Persian dataset
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pipeline_tag: token-classification
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---
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Named entity recognition On Persian dataset
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traindataset=20484 persian sentense
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valdataset=2561
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AutoTokenizer=HooshvareLab/bert-fa-base-uncased
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ner_tags=
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['O', 'B-pro',
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'I-pro',
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'B-pers',
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'I-pers',
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'B-org',
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'I-org',
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'B-loc',
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'I-loc',
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'B-fac',
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'I-fac',
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'B-event',
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'I-event']
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training_args=
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learning_rate=2e-5,
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per_device_train_batch_size=16,
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per_device_eval_batch_size=16,
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num_train_epochs=4,
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weight_decay=0.01
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Training Loss=0.001000
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sample1:
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'entity': 'B-loc',
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'score': 0.9998902,
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'index': 2,
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'word': 'تهران',
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sample2:
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'entity': 'B-pers',
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'score': 0.99988234,
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'index': 2,
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'word': 'عباس',
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