Furthermore, most, if not all, of previous work on SST has relied on gold standard part-of-speech (POS) tags as input.
in a domain such as Twitter, which has proven to be challenging for POS tagging (Foster et al., 2011;Ritter et al., 2011), results obtained under the assumption of available perfect POS information are almost meaningless for any real-life application.