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avaimar committed Nov 10, 2024
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Expand Up @@ -6,11 +6,11 @@ This is the code repository for the paper "Statistical Uncertainty in Word Embed
**We introduce a method to obtain approximate, easy-to-use, and scalable uncertainty estimates for the GloVe word embeddings and demonstrate its usefulness in natural language tasks and computational social science analysis. This code repository contains code to download pre-computed GloVe embeddings and GloVe-V variances for several corpora from our HuggingFace repository, to interact with these data products and propagate uncertainty to downstream tasks.**


<div style="display: flex; gap: 5px;">
<div width="30%">
<div style="display: flex">
<div style="flex: 30%">
<img src="figures/vector_space_2d_coha.png"/>
</div>
<div width="70%">
<div style="flex: 65%">
<img src="figures/glove_diagram.jpg"/>
</div>
</div>
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