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publichealthsurveillance
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Update app.py
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app.py
CHANGED
@@ -2,7 +2,10 @@ import ktrain
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import gradio as gr
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from gradio.mix import Parallel
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examples = [
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predictor_bert = ktrain.load_predictor('bert')
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predictor_mental = ktrain.load_predictor('mentalbert')
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@@ -24,4 +27,6 @@ bert_io = gr.Interface(fn=bert, inputs="text", outputs="text")
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mental_io = gr.Interface(fn=mentalbert, inputs="text", outputs="text")
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phs_io = gr.Interface(fn=phsbert, inputs="text", outputs="text")
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Parallel(bert_io, mental_io, phs_io,
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import gradio as gr
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from gradio.mix import Parallel
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examples = [
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["I only get my kids the ones I got....I've turned down many so called 'vaccines'"],
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["In child protective services, further providing for definitions, for immunity from liability"],
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["Lol what? Measles is a real thing. Get vaccinated"]]
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predictor_bert = ktrain.load_predictor('bert')
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predictor_mental = ktrain.load_predictor('mentalbert')
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mental_io = gr.Interface(fn=mentalbert, inputs="text", outputs="text")
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phs_io = gr.Interface(fn=phsbert, inputs="text", outputs="text")
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Parallel(bert_io, mental_io, phs_io,
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examples=examples, title="Vaccine Sentiment Task - VS2",
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description="Enter vaccine-related tweets to generate sentiment from 3 models (BERT, MentalBERT, PHS-BERT). Label 0='vaccine critical', 1='neutral', 2='vaccine supportive'. The three provided examples are labelled 0,1,2 respectively. For details about VS2, refer to our paper (linked provided in https://huggingface.co/publichealthsurveillance/PHS-BERT).").launch()
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