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Cory Paik

2 accepted papers

2021

The World of an Octopus: How Reporting Bias Influences a Language Model’s Perception of Color

EMNLP 2021main

Recent 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, is one of the causes of this limitation, and then investigate to what extent multimodal training can miti…