|
--- |
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language: "en" |
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tags: |
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- buy-intent |
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- sell-intent |
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- consumer-intent |
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widget: |
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- text: "Coronavirus disease (COVID-19) is an infectious disease caused by the SARS-CoV-2 virus." |
|
--- |
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# Chemical vs Pharmaceutical Domain Document Classifier |
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| Train Loss | Validation Acc.| Test Acc.| |
|
| ------------- |:-------------: | -----: | |
|
| 0.013 | 0.988 | 0.992 | |
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|
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# Label Mappings |
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LABEL_0 => **"PHARMACEUTICAL"** <br/> |
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LABEL_1 => **"CHEMICAL"** |
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|
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## Usage in Transformers |
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|
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```python |
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from transformers import AutoTokenizer, AutoModelForSequenceClassification |
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|
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tokenizer = AutoTokenizer.from_pretrained("recobo/chemical-bert-uncased-pharmaceutical-chemical-classifier") |
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|
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model = AutoModelForSequenceClassification.from_pretrained("recobo/chemical-bert-uncased-pharmaceutical-chemical-classifier") |
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``` |
