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Sentence-BERT: Sentence Embeddings using Siamese BERT …

Sentence-BERT: Sentence Embeddings using Siamese BERT …

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www.ukp.tu-darmstadt.de Abstract BERT (Devlin et al.,2018) and RoBERTa (Liu et al.,2019) has set a new state-of-the-art performance on sentence-pair regression tasks like semantic textual similarity (STS). How-ever, it requires that both sentences are fed into the network, which causes a massive com-putational overhead: Finding the most sim-

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