For the sake of standardization, we chose to follow the annotation methodology established in the SemEval STS tasks, and we adopted the scoring scheme (a 0 -5 Likert scale) and the general annotation guidelines used therein .
lInSTSS generally achieves results similar to POST STSS, but the POS-TF STSS mixture model performs better than both lInSTSS and POST STSS independently.