In our previous work<cite> (Tsai, 2005)</cite> , a wordpair (WP) identifier was proposed and shown a simple and effective way to improve Chinese input systems by providing tonal and toneless STW accuracies of 98.5% and 90.7% on the identified poly-syllabic words, respectively.