📊 Showing 6 results | 📏 Metric: C_v
Rank | Model | Paper | C_v | Date | Code |
---|---|---|---|---|---|
1 | vONTSS | vONTSS: vMF based semi-supervised neural topic modeling with optimal transport | 0.69 | 2023-07-03 | - |
2 | GSM | Discovering Discrete Latent Topics with Neural Variational Inference | 0.55 | 2017-06-01 | 📦 YongfeiYan/Neural-Document-Modeling |
3 | vNVDM | Spherical Latent Spaces for Stable Variational Autoencoders | 0.52 | 2018-08-31 | 📦 jiacheng-xu/vmf_vae_nlp |
4 | ETM | Topic Modeling in Embedding Spaces | 0.51 | 2019-07-08 | 📦 adjidieng/ETM 📦 zll17/Neural_Topic_Models 📦 adjidieng/DETM |
5 | NSTM | Neural Topic Model via Optimal Transport | 0.38 | 2020-08-12 | 📦 ethanhezhao/NeuralSinkhornTopicModel |
6 | ProdLDA | Autoencoding Variational Inference For Topic Models | 0.35 | 2017-03-04 | 📦 mind-Lab/octis 📦 akashgit/autoencoding_vi_for_topic_models 📦 vlukiyanov/pt-avitm |