Major studies on time have been done for event detection (Ihler et al., 2006;Batal et al., 2012;Sakaki et al., 2013) which are mainly of the subjective consent.
for example, the tweet "Hoping to have fun among my friends but wishing I were with you instead" has a future orientation but it is mis-classified into the past orientation.