| Paper | Code | C_v | NPMI | ModelName | ReleaseDate |
|---|---|---|---|---|---|
| vONTSS: vMF based semi-supervised neural topic modeling with optimal transport | 0.49 | 0.054 | vONTSS | 2023-07-03 | |
| Spherical Latent Spaces for Stable Variational Autoencoders | ✓ Link | 0.44 | 0.028 | vNVDM | 2018-08-31 |
| Discovering Discrete Latent Topics with Neural Variational Inference | ✓ Link | 0.41 | 0.03 | GSM | 2017-06-01 |
| Topic Modeling in Embedding Spaces | ✓ Link | 0.41 | 0.02 | ETM | 2019-07-08 |
| Neural Topic Model via Optimal Transport | ✓ Link | 0.37 | -0.04 | NSTM | 2020-08-12 |
| Autoencoding Variational Inference For Topic Models | ✓ Link | 0.32 | -0.22 | ProdLDA | 2017-03-04 |