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danseith
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187c035
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79461d6
update description for WIP features
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app.py
CHANGED
@@ -290,12 +290,15 @@ title1 = "Patent-BERT: Context-Dependent Synonym Generator"
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description1 = """<p>
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Try inserting a few sentences from a patent, and pick keywords for the model to analyze. The model will analyze the
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context of the keywords in the sentences and generate the top five most likely candidates for each word.
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This is a model based on
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<a href= "https://github.com/google/patents-public-data/blob/master/models/BERT%20for%20Patents.md">Patent BERT</a> created by Google.
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<strong>Note:</strong> Current pipeline only allows for three keyword submission.
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<br/>
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<p/>"""
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description1 = """<p>
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Try inserting a few sentences from a patent, and pick keywords for the model to analyze. The model will analyze the
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context of the keywords in the sentences and generate the top five most likely candidates for each word.
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This can be used for more creative patent drafting or patent searches using the generated search string. This is a model based on
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<a href= "https://github.com/google/patents-public-data/blob/master/models/BERT%20for%20Patents.md">Patent BERT</a> created by Google.
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<strong>Note:</strong> Current pipeline only allows for <strong>three</strong> keyword submission. Stemming is built into the output for
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broader search string. <br/>
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WIP features include: (<strong>A</strong>) adjustment options for (i) the number of keywords, (ii) the number of context-dependent synonyms,
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and (iii) a 'creativity' parameter of the model, (<strong>B</strong>) analysis of where these words appear at in the patent (e.g.,
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claim, summary, etc.), and (<strong>C</strong>) stemming option for input keywords.
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<br/>
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<p/>"""
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