Due to the different tagsets, we could not apply the pretrained Stanford tagger to our data.
the bulk of this work eschews the standard pipeline of tools which might enable a richer linguistic analysis; such tools are typically trained on newstext and have been shown to perform poorly on Twitter (Finin et al., 2010).