Measuring diachronic sense change: new models and Monte Carlo methods for Bayesian inference

Schyan Zafar, Geoff Nicholls

In a bag-of-words model, the senses of a word with multiple meanings, e.g. "bank" (used either in a river-bank or an institution sense), are represented as probability distribution…