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adithya8 committed Apr 26, 2021
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Expand Up @@ -38,7 +38,7 @@ If you are using the CSVs, here is an example for how to use it:
The models made available are pre-trained to reduce 768 dimensions of roberta-base using 3 datasets from different domains: Facebook (D_20), CLPsych 2019 (D_19), and CLPsych 2018 (D_18).
D_20 dataset contains facebook posts of 55k users, while the D_19 has reddit posts from 496 users on r/SuicideWatch and D_18 contains essays written by approx 10k children. To know more about these datasets, refer to Section 3 in our paper.

Model files have been named by following this nomenclature: {method}_{embedding}_{dimensions}_{dataset}.{extension}
Model files have been named by following this nomenclature: {method}\_{embedding}\_{dimensions}\_{dataset}.{extension}

model: The reduction method
embedding: The transformer model used
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