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Topic Models On 20Newsgroups

评估指标

C_v

评测结果

各个模型在此基准测试上的表现结果

模型名称
C_v
Paper TitleRepository
ETM0.51Topic Modeling in Embedding Spaces
GSM0.55Discovering Discrete Latent Topics with Neural Variational Inference
vONTSS0.69vONTSS: vMF based semi-supervised neural topic modeling with optimal transport
NSTM0.38Neural Topic Model via Optimal Transport
ProdLDA0.35Autoencoding Variational Inference For Topic Models
vNVDM0.52Spherical Latent Spaces for Stable Variational Autoencoders
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