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Update paper link
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app.py
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@@ -355,9 +355,8 @@ with demo:
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gr.Markdown("# Spurious Correlation Evaluation for Pre-trained LLMs")
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gr.Markdown("Find spurious correlations between seemingly independent variables (for example between `gender` and `time`) in almost any BERT-like LLM on Hugging Face, below.")
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gr.Markdown("See why this happens in [
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gr.Markdown("## Instructions for this Demo")
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gr.Markdown("1) Click on one of the examples below (where we sweep through a spectrum of `places`, `dates` and `subreddits`) to pre-populate the input fields.")
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gr.Markdown("2) Check out the pre-populated fields as you scroll down to the ['Hit Submit...'] button!")
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gr.Markdown("# Spurious Correlation Evaluation for Pre-trained LLMs")
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gr.Markdown("Find spurious correlations between seemingly independent variables (for example between `gender` and `time`) in almost any BERT-like LLM on Hugging Face, below.")
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gr.Markdown("See why this happens in [Exploiting Selection Bias on Underspecified Tasks in Large Language Models](https://arxiv.org/abs/2210.00131).")
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gr.Markdown("## Instructions for this Demo")
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gr.Markdown("1) Click on one of the examples below (where we sweep through a spectrum of `places`, `dates` and `subreddits`) to pre-populate the input fields.")
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gr.Markdown("2) Check out the pre-populated fields as you scroll down to the ['Hit Submit...'] button!")
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