chinhon commited on
Commit
43d75a0
·
1 Parent(s): 4ccce0c

Update app.py

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added Medium post link for details on fine tuning and tests

Files changed (1) hide show
  1. app.py +2 -1
app.py CHANGED
@@ -45,10 +45,11 @@ def tweet_detect(text):
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  gradio_ui = gr.Interface(
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  fn=tweet_detect,
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  title="Detect Fake Tweets",
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- description="Enter a tweet and see if the transformer model can identify if it was written by state-backed trolls. DISCLAIMER: While the model was fine tuned on 100k real and troll tweets, and achieved high accuracy in my tests, its performance drops significantly against the day-to-day barrage of content on Twitter. As such, this app is intended as an example for understanding the limits of AI/ML in highly complex problems like fake media detection, and not as a final arbiter of whether someone's tweet is real or not.",
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  inputs=gr.inputs.Textbox(lines=10, label="Paste tweet text here [English Only]"),
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  outputs=gr.outputs.Label(type="auto", label="Prediction"),
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  interpretation="shap",
 
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  enable_queue=True
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  )
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  gradio_ui = gr.Interface(
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  fn=tweet_detect,
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  title="Detect Fake Tweets",
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+ description="Enter a tweet and see if a Distilbert model can identify if it was written by state-backed trolls. DISCLAIMER: While the model was fine tuned on 100k real and troll tweets, and achieved high accuracy in my tests, its performance drops significantly against the day-to-day barrage of content on Twitter. As such, this app is intended as an example for understanding the limits of AI/ML in highly complex problems like fake media detection, and not as a final arbiter of whether someone's tweet is real or not.",
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  inputs=gr.inputs.Textbox(lines=10, label="Paste tweet text here [English Only]"),
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  outputs=gr.outputs.Label(type="auto", label="Prediction"),
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  interpretation="shap",
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+ article="Details of the fine tuning and tests are in this Medium post: https://bit.ly/3tueP36",
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  enable_queue=True
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  )
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