The effects of liquidity on stock market returns, in recent years has been the most debated and concerned issue in both contemporary finance as well as econometric research. In particular, this issue is closely linked to the very concept of market efficiency, which governs the laws of probability that traders with special information gain abnormal returns. In this research, we especially focus on commercial banks as our samples and attempt to investigate the relationship between illiquid trades and market efficiency.