piskvorky / gensim

Topic Modelling for Humans
https://radimrehurek.com/gensim
GNU Lesser General Public License v2.1
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Investigate Geometric Topic Modelling #1628

Open souravsingh opened 6 years ago

souravsingh commented 6 years ago

A new method has been cited here for calculating topics using convex optimization- https://arxiv.org/abs/1710.02952

The paper shows that the method is slightly better performing than LDA with collapsed Gibbs sampling and SVI sampling.

It would be nice to integrate this into Gensim if we can validate the results.

souravsingh commented 6 years ago

A reference implementation is available here- https://github.com/moonfolk/Geometric-Topic-Modeling