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ArabicNER-Wojood

Token Classification
Transformers
TensorBoard
Arabic
bert
fill-mask
Named Entity Recognition
Arabic NER
Nested NER
Inference Endpoints
Model card Files Metrics Community
2
mohammedkhalilia commited on
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a585746
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1 Parent(s): a23ddde

Update Nested NER model

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Files changed (18) hide show
  1. README.md +2 -2
  2. args.json +4 -5
  3. checkpoints/{checkpoint_8.pt โ†’ checkpoint_9.pt} +2 -2
  4. tag_vocab.pkl +2 -2
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  11. tensorboard/Metrics_val_micro_f1/events.out.tfevents.1678566895.clnt01-x2f14aaa794.3572669.4 +0 -3
  12. tensorboard/Metrics_val_micro_f1/events.out.tfevents.1679442417.clnt01-x2f14aaa794.3765732.4 +3 -0
  13. tensorboard/Metrics_val_precision/events.out.tfevents.1678566895.clnt01-x2f14aaa794.3572669.5 +0 -3
  14. tensorboard/Metrics_val_precision/events.out.tfevents.1679442417.clnt01-x2f14aaa794.3765732.5 +3 -0
  15. tensorboard/Metrics_val_recall/events.out.tfevents.1678566895.clnt01-x2f14aaa794.3572669.6 +0 -3
  16. tensorboard/Metrics_val_recall/events.out.tfevents.1679442417.clnt01-x2f14aaa794.3765732.6 +3 -0
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  18. train.log +0 -0
README.md CHANGED
@@ -24,8 +24,8 @@ You can try our model using the demo link below
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  https://ontology.birzeit.edu/Wojood/
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  ### Models
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- * Nested NER (main branch), with micro-F1 score of 0.9059
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- * Flat NER (flat branch), with micro-F1 score 0.8785
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  ### Google Colab Notebooks
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  You can test our model using our Google Colab notebooks
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  https://ontology.birzeit.edu/Wojood/
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  ### Models
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+ * Nested NER (main branch), with micro-F1 score of 0.909551
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+ * Flat NER (flat branch), with micro-F1 score 0.883847
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  ### Google Colab Notebooks
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  You can test our model using our Google Colab notebooks
args.json CHANGED
@@ -1,8 +1,8 @@
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  {
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- "output_path": "/var/home/mkhalilia/results/arabicner/sharedtask2023/seed1_nested_lr0.00001_clip_no",
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- "train_path": "/var/home/mkhalilia/data/wojood/seed1/nested/train1.txt",
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- "val_path": "/var/home/mkhalilia/data/wojood/seed1/nested/valid1.txt",
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- "test_path": "/var/home/mkhalilia/data/wojood/seed1/nested/test1.txt",
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  "bert_model": "aubmindlab/bert-base-arabertv2",
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train.log CHANGED
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