Devang Agrawal

Mind the Gap: Assessing Temporal Generalization in Neural Language Models

2021 · arXiv (Cornell University)

Our world is open-ended, non-stationary, and constantly evolving; thus what we talk about and how we talk about it change over time. This inherent dynamic nature of language contrasts with the current static language modelling …