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  We developed an approach for word-sense disambiguation of dog whistles from standard speech using Large Language Models (LLMs), and leveraged this technique to create a dataset of 16,550 high-confidence coded examples of dog whistles used in formal and informal communication. Silent Signals is the largest dataset of disambiguated dog whistle usage, created for applications in hate speech detection, neology, and political science.
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  **To be published at ACL 2024!**
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  📄 **Paper Link** - [Silent Signals, Loud Impact: LLMs for Word-Sense Disambiguation of Coded Dog Whistles](https://arxiv.org/abs/2406.06840)<br>
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  <!-- ![head_figure_large.png](https://cdn-uploads.huggingface.co/production/uploads/632d02054a4991e711591c34/m70hfQTN2Aw7t3Ilkga4u.png) -->
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  <centering><img src="https://cdn-uploads.huggingface.co/production/uploads/632d02054a4991e711591c34/m70hfQTN2Aw7t3Ilkga4u.png" alt="head_figure" width="400"/></centering>
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  ## Dataset Schema ##
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  | <nobr>Field Name </nobr>| <nobr>Type</nobr> | <nobr>Example</nobr> | <nobr>Description</nobr> |
 
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  We developed an approach for word-sense disambiguation of dog whistles from standard speech using Large Language Models (LLMs), and leveraged this technique to create a dataset of 16,550 high-confidence coded examples of dog whistles used in formal and informal communication. Silent Signals is the largest dataset of disambiguated dog whistle usage, created for applications in hate speech detection, neology, and political science.
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+ <p style="color:red;">Please note, this dataset contains content that may be upsetting or offensive to some readers.</p>
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  **To be published at ACL 2024!**
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  📄 **Paper Link** - [Silent Signals, Loud Impact: LLMs for Word-Sense Disambiguation of Coded Dog Whistles](https://arxiv.org/abs/2406.06840)<br>
 
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  <!-- ![head_figure_large.png](https://cdn-uploads.huggingface.co/production/uploads/632d02054a4991e711591c34/m70hfQTN2Aw7t3Ilkga4u.png) -->
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  <centering><img src="https://cdn-uploads.huggingface.co/production/uploads/632d02054a4991e711591c34/m70hfQTN2Aw7t3Ilkga4u.png" alt="head_figure" width="400"/></centering>
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  ## Dataset Schema ##
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  | <nobr>Field Name </nobr>| <nobr>Type</nobr> | <nobr>Example</nobr> | <nobr>Description</nobr> |