Default topics returned by topic modelling sucks!! Termite Contribution:
- Salience measure for topic terms.
- Serration method for alternate ordering of topics(bigrams).
LDAvis paper Contribution:
- Relevance score, lambda, for getting more relevant topics instead of the ones with higher probability contribution.