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updated results

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  1. README.md +16 -1
README.md CHANGED
@@ -63,7 +63,20 @@ def predict_scibert_labels(sentence):
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  return list(zip(final_tokens, final_labels))
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  ```
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-
 
 
 
 
 
 
 
 
 
 
 
 
 
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  # Model Card for Model ID
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  This model is a fine-tuned version of `allenai/scibert_scivocab_uncased` for scientific terms/phrases detection in text. It is trained on a custom dataset [JonyC/ScienceGlossary-NER_fit](https://huggingface.co/JonyC/ScienceGlossary-NER_fit) for Named Entity Recognition (NER), aiming to identify scientific terms in a variety of academic and technical texts.
@@ -96,11 +109,13 @@ result = pipe(sentence)
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  result
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  ```
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  results:
 
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  [{'entity': 'B-Scns', 'score': 0.9897461, 'index': 1, 'word': 'crispr', 'start': 0, 'end': 6},
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  {'entity': 'I-Scns', 'score': 0.9474513, 'index': 2, 'word': '-', 'start': 6, 'end': 7},
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  {'entity': 'I-Scns', 'score': 0.97595257, 'index': 3, 'word': 'cas', 'start': 7, 'end': 10},
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  {'entity': 'I-Scns', 'score': 0.9894609, 'index': 4, 'word': '##9', 'start': 10, 'end': 11},
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  {'entity': 'B-Scns', 'score': 0.999246, 'index': 10, 'word': 'genome', 'start': 35, 'end': 41}]
 
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  ### Out-of-Scope Use
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  return list(zip(final_tokens, final_labels))
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  ```
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+ output:
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+ ```
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+ CRISPR -> B-Scns
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+ - -> I-Scns
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+ Cas9 -> I-Scns
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+ is -> O
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+ a -> O
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+ powerful -> O
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+ tool -> O
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+ for -> O
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+ genome -> B-Scns
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+ editing -> O
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+ . -> O
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+ ```
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  # Model Card for Model ID
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  This model is a fine-tuned version of `allenai/scibert_scivocab_uncased` for scientific terms/phrases detection in text. It is trained on a custom dataset [JonyC/ScienceGlossary-NER_fit](https://huggingface.co/JonyC/ScienceGlossary-NER_fit) for Named Entity Recognition (NER), aiming to identify scientific terms in a variety of academic and technical texts.
 
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  result
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  ```
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  results:
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+ ```
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  [{'entity': 'B-Scns', 'score': 0.9897461, 'index': 1, 'word': 'crispr', 'start': 0, 'end': 6},
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  {'entity': 'I-Scns', 'score': 0.9474513, 'index': 2, 'word': '-', 'start': 6, 'end': 7},
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  {'entity': 'I-Scns', 'score': 0.97595257, 'index': 3, 'word': 'cas', 'start': 7, 'end': 10},
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  {'entity': 'I-Scns', 'score': 0.9894609, 'index': 4, 'word': '##9', 'start': 10, 'end': 11},
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  {'entity': 'B-Scns', 'score': 0.999246, 'index': 10, 'word': 'genome', 'start': 35, 'end': 41}]
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+ ```
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  ### Out-of-Scope Use
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