Dominik Schlechtweg

Lexical semantic change detection: A survey of tasks, benchmarks, models, and potential impacts in digital humanities and social sciences

By categorizing LSC models into generations defined by key components, this investigation suggests that performance breakthroughs have been largely driven by advances in semantic representations, transitioning from count-based models to recent transformer-based approaches.