Short-Term Meaning Shift: A Distributional Exploration

Code

• github.com/marcodel13/Short-term-meaning-shift
  OfficialIn papernone★ 0

Abstract

We present the first exploration of meaning shift over short periods of time in online communities using distributional representations. We create a small annotated dataset and use it to assess the performance of a standard model for meaning shift detection on short-term meaning shift. We find that the model has problems distinguishing meaning shift from referential phenomena, and propose a measure of contextual variability to remedy this.

Reproductions