Evaluate the ability of a method to yield stable topic distributions as the number of sample observations increases. A possible approach consists of:
Identify a number of relevant entities that MUST be clustered together.
On increasing sample sizes run approaches with unique hyperparam configurations, evaluate: (i) frequency with which elements in 1. are bundled together, (ii) reductions in noise following from #43, (iii) distribution of topic / sub-topic sizes.
NB. This corresponds to bullet-point Measure stability with different sample sizes: distribution of in Emily's comment on #12.
Evaluate the ability of a method to yield stable topic distributions as the number of sample observations increases. A possible approach consists of:
NB. This corresponds to bullet-point Measure stability with different sample sizes: distribution of in Emily's comment on #12.