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Add evaluation results on the bc4chemd config and test split of drAbreu/bc4chemd_ner

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Beep boop, I am a bot from Hugging Face's automatic model evaluator 👋!\
Your model has been evaluated on the bc4chemd config and test split of the [drAbreu/bc4chemd_ner](https://huggingface.co/datasets/drAbreu/bc4chemd_ner) dataset by

@sschet

, using the predictions stored [here](https://huggingface.co/datasets/autoevaluate/autoeval-eval-drAbreu__bc4chemd_ner-bc4chemd-aa2b75-31927145000).\
Accept this pull request to see the results displayed on the [Hub leaderboard](https://huggingface.co/spaces/autoevaluate/leaderboards?dataset=drAbreu/bc4chemd_ner).\
Evaluate your model on more datasets [here](https://huggingface.co/spaces/autoevaluate/model-evaluator?dataset=drAbreu/bc4chemd_ner).

Files changed (1) hide show
  1. README.md +43 -1
README.md CHANGED
@@ -1,5 +1,6 @@
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  ---
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  language: en
 
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  tags:
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  - token-classification
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  - NER
@@ -14,7 +15,48 @@ datasets:
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  - drAbreu/bc4chemd_ner
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  - linnaeus
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  - chintagunta85/ncbi_disease
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- license: apache-2.0
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ---
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  BioBERT model fine-tuned in NER task with BC5CDR-chemicals and BC4CHEMD corpus.
 
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  ---
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  language: en
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+ license: apache-2.0
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  tags:
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  - token-classification
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  - NER
 
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  - drAbreu/bc4chemd_ner
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  - linnaeus
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  - chintagunta85/ncbi_disease
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+ model-index:
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+ - name: sschet/biobert_chemical_ner
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+ results:
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+ - task:
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+ type: token-classification
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+ name: Token Classification
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+ dataset:
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+ name: drAbreu/bc4chemd_ner
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+ type: drAbreu/bc4chemd_ner
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+ config: bc4chemd
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+ split: test
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+ metrics:
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+ - type: accuracy
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+ value: 0.9505454039628846
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+ name: Accuracy
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+ verified: true
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+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiYjJiMzExZjJmZTA5MWMxODM1YTM3ODc0NjY5ZWJlNDRmMjBhOWYwNGE2ZjQ4MTAxOTdhMDkwZDAxOTI1MmE5YiIsInZlcnNpb24iOjF9.wFgqZw0KCgTbfR1BxSClee-7r-gJHqZdk4ohqoGEJ33kQEwSrG30Og1xsZyKCbPiCQfs_2_1T_ZJO6QbiAlyDA
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+ - type: precision
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+ value: 0.3525598807584318
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+ name: Precision
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+ verified: true
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+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZTg0OWY2M2E4ODQwNjNiZDE5MGY4ODViYzI0ZTY1YTE0NzBhMmRhNzYxNzYwN2Y5NWRjMWQ0YjQ5ZWJjYjlhMCIsInZlcnNpb24iOjF9.MslrcG8olNcabp-pReQbq2N4gK7gOKwOtYb3ZtYIooJcl8MjX5M5Lyy_XEVoOiSD_FvP2jjyOfxcTTT3RjFiDA
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+ - type: recall
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+ value: 0.14230150402238545
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+ name: Recall
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+ verified: true
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+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiMWI3MGQzNjQ2N2ViN2QyODY2MDZjZjljOTc2N2JhNTFmOWU2ODY4MjFhZDE4MjBjZGVlZjc1ZWI3NDcwNjhiYSIsInZlcnNpb24iOjF9.YUz3zGkrGV7cA5q4YCg3NLX1Uyw11_XB3MaHVmVag5dUEHgU_i3o4NW7ZF19pxVLfsz3yiSRjr4VK2VaswziBQ
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+ - type: auc
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+ value: NaN
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+ name: AUC
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+ verified: true
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+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZTlmZDg4NDM4YzJiODJlOTNmNTc0NzNmNWUzMzc4MWFkY2VkOTI5NmVhMGI0ZDQzZWQ4Mzg3OWYwZTY2OTE0ZCIsInZlcnNpb24iOjF9.Yi7IpASPVwopN1liwZ1RR39B-THlJDRBiN4Qo-FMGtThLTknrHvO2SWtDaJN39rQF5cw7kh5zg0u_ULw9VbLBg
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+ - type: f1
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+ value: 0.2027630477253698
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+ name: F1
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+ verified: true
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+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiNjBjMDQxNjhmNTMzYjJmYTIyMzhlNjEyYTk0ZjNkYzcyZTE1OTM3ZDMyNzhhNGJhYTA4YTc3MmE0MGU1MzczNCIsInZlcnNpb24iOjF9.Q3M94eWFKYnE38ohHRuNE99PYul_k0XtMVUc1HMICcagvqoG_SbWLERdm7XU-TFgAFrdOTgKqSGAPBoO9qzOCA
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+ - type: loss
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+ value: 0.45500192046165466
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+ name: loss
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+ verified: true
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+ verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiN2M0Yjk4MTIyYmYzNzIyNjdmNTZlMzVlNDMwNGFmZDZjNGVhY2Q3NTc1NTQ0NzgyMzdkMTI0NGJiMjAwZjQzYyIsInZlcnNpb24iOjF9.cyDohUTdqPYDc-QVz3fZ6AT6OagMk_UpPB9g4GBVm5n4bCPCYFk74HZYr72kwIfrcF3rEXa4nEBbXg0LjzXpDw
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  ---
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  BioBERT model fine-tuned in NER task with BC5CDR-chemicals and BC4CHEMD corpus.