Caitlin Doogan

Topic Model or Topic Twaddle? Re-evaluating Semantic Interpretability Measures

When developing topic models, a critical question that should be asked is: How well will this model work in an applied setting? Because standard performance evaluation of topic interpretability uses automated measures modeled on human evaluation tests that are dissimilar to applied usage, these mode…