Even if such annotation issue can be resolved, aligning the term weights with the true importance of each term may not necessarily lead to our real objective -deriving a better similarity measure for the target application.
our learning framework, TWEAK, assumes that we are given only the labels of the pairs of texts being compared, such as whether the two texts are considered similar by human subjects.