Chinese Pinyin Aided IME, Input What You Have Not Keystroked Yet
Table 2: The effect of P2C modules with Different Input Forms. ⋆ means that the input is incomplete.
['[EMPTY]', 'DC Top-1', 'DC KySS', 'PD Top-1', 'PD KySS']
It should not surprise that straightforward concatenation strategy for source inputs performs poorly when the input pinyin is incomplete in DC corpus, due to obvious noise in too long context. The relatively small gap between the results of CoCat⋆ and CoCat indicate that statistical learning model may be helpful in obtaining some useful patterns from limited input. When the input statement contains adequacy information, the MIU accuracy of Gated C+ P2C system achieves more than 20% improvement in both corpora. However, we find that the KySS scores are much more close even with different pinyin integrity, which indicates that user experience in terms of KySS are more hard improved.