SENTENCE SIMILARITY DETECTION USING ENSEMBLING

Abstract: Sentence similarity detection involves computing the degree of semantic similarity between any given pair(s) of sentences, even if the sentences do not have similar structure. Sentence similarity is an integral part of a large number of applications such as text summarization, information retrieval, text mining and artificial intelligence, to name a few. The paper introduces the concept of sentence similarity, discusses its applications and its importance. The current methods used to obtain sentence similarity are subsequently discussed. Then, an approach that uses ensembling to detect sentence similarity is proposed in the paper.

Keywords: SSentence Similarity, Ensembling, Natural Language Processing, Semantics.