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07/06/2023
S2vNTM: Semi-supervised vMF Neural Topic Modeling
Language model based methods are powerful techniques for text classifica...
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07/04/2023
KDSTM: Neural Semi-supervised Topic Modeling with Knowledge Distillation
In text classification tasks, fine tuning pretrained language models lik...
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07/04/2023
Approximate, Adapt, Anonymize (3A): a Framework for Privacy Preserving Training Data Release for Machine Learning
The availability of large amounts of informative data is crucial for suc...
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07/03/2023
vONTSS: vMF based semi-supervised neural topic modeling with optimal transport
Recently, Neural Topic Models (NTM), inspired by variational autoencoder...
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06/30/2023