ATheory-DrivenSelf-LabelingRefinementMethodfor ContrastiveRepresentationLearning

Neural Information Processing Systems 

Althoughintuitive,sucha nativelabelassignment strategycannot revealtheunderlying semantic similarity between aquery anditspositivesandnegatives,andimpairs performance, since some negatives are semantically similar to the query or even share the same semantic class as the query.

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