ParallelDots Research & Development

New AI method to determine if two sentences are paraphrases of each other

We propose Supervised Mover's Distance, a new algorithm to determine whether two sentences are paraphrases or not. The algorithm is light in terms of parameters (ie, just one LSTM and two Fuccly Connected layers). It gets close to state of the art accuracy on Microsoft Paraphrase Corpus and over 81% on Quora similar Questions corpus. The algorithm is a combination of LSTMs which create representations of sentence at various points and Relation Nets which derive relationship between the sentences.

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