Reporting Bias
otherentity
ID: reportingbias
Related Papers
Do Neural Language Models Overcome Reporting Bias?
AbstractMining commonsense knowledge from corpora suffers from reporting bias, over-representing the rare at the expense of the trivial (Gordon and Van Durme, 2013). We study to what extent pre-trained language …...
The World of an Octopus: How Reporting Bias Influences a Language Model’s Perception of Color
AbstractRecent work has raised concerns about the inherent limitations of text-only pretraining. In this paper, we first demonstrate that reporting bias, the tendency of people to not state the obvious, …...