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  license: cc
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- This is a model card to link the paper [Selection Induced Collider Bias: A Gender Pronoun Uncertainty Case Study
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- ](https://arxiv.org/abs/2210.00131) to HF Spaces demos:
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- - [Demo of identifying 'otherwise non-interacting' spurious correlations](https://huggingface.co/spaces/emilylearning/spurious_correlation_evaluation)
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- - [Demo of exploiting spurious correlations for classification of task underspecification](https://huggingface.co/spaces/emilylearning/llm_uncertainty)
 
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  license: cc
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+ This is a model card to link the paper ["Underspecification in Language Modeling Tasks: A Causality-Informed Study of Gendered Pronoun Resolution
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+ "](https://arxiv.org/abs/2210.00131) to HF Spaces demos:
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+ - [Demo of identifying 'specification-induced' spurious correlations](https://huggingface.co/spaces/emilylearning/spurious_correlation_evaluation)
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+ - [Demo of exploiting spurious correlations for detection of task specification](https://huggingface.co/spaces/emilylearning/llm_uncertainty)