Some work has chosen to focus on specific aspects of the normalization process, such as providing good coverage (Liu et al., 2012) or building normalization dictionaries (Han et al., 2012).
the per-token error rate highlights the cost of failing to perform a single instance of a given normalization edit, independent of the frequency of the edit.