Recently, Chang and Lai (2004), Lee (2005), Chang and Teng (2006), Li and Yarowsky (2008) have investigated this task.
chang and Lai (2004) describes a hidden markov model (HMM) to model the relationship between a full-form phrase and its abbreviation, by treating the abbreviation as the observation and the fullform words as states in the model.