Fangyu Liu on X: Want to bootstrap your sentence similarity model
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Fangyu Liu on X: Want to bootstrap your sentence similarity model for free? Check out our #ICLR2022 paper Trans-Encoder – jointly learning dual- and cross-encoders through self-distillation, achieving a new SotA on
Fangyu Liu on X: We also created a domain transfer setup where we sampled STS sentence pairs for training but directly tested the models on binary classification tasks. Unsupervised cross-encoders are able
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Fangyu Liu on X: So you have all heard of how contrastive learning can bootstrap sentence embeddings to be as good as supervised sentence-bert. We discovered so too, and we also found
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