The different results yielded from TakeLab depending on the training data suggests that some STS systems are quite sensitive to the source of the sentence pairs, indicating that domain adaptation techniques could have a role in this task.
dKPro performed extremely well when trained on all available training, with no special tweaking for each dataset.