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cs.CL2023
An Embedded Diachronic Sense Change Model with a Case Study from Ancient Greek
Schyan Zafar, Geoff K. Nicholls
Word meanings change over time, and word senses evolve, emerge or die out in the process. For ancient languages, where the corpora are often small and sparse, modelling such change…
cs.CL2021★ 1 cited
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…