Measuring Distributional Shifts in Text: The Advantage of Language Model-Based Embeddings

Gyandev Gupta, Bashir Rastegarpanah, Amalendu Iyer +2

An essential part of monitoring machine learning models in production is measuring input and output data drift. In this paper, we present a system for measuring distributional shif…