For question answering and information retrieval tasks, sentence similarities between query-answer pairs are used for assessing the relevance and ranking all the candidate answers (Severyn and Moschitti, 2015;Wang and Ittycheriah, 2015).
sentence similarity learning has following challenges: 1.