Moreover, when we turn to other datasets with annotated emotion information such as data crawled from Twitter (Mohammad and Bravo-Marquez, 2017), the labeled units (posts or sentences) are independent.
models built with these datasets lack the ability to consider contextual information essential * These authors contributed equally to this work.