Optimal interpolation of query embeddings from parallel translations outperforms the best monolingual query in 88/105 cases on mMARCO, showing English-driven asymmetry and negative correlation with typological distance.
and Allan, James and Carterette, Ben , title =
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RepuLink couples endorsement and interaction networks with backward penalty/reward propagation to enforce endorser accountability and provide weighted trust initialization for new nodes.
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When Does Mixing Help? Analyzing Query Embedding Interpolation in Multilingual Dense Retrieval
Optimal interpolation of query embeddings from parallel translations outperforms the best monolingual query in 88/105 cases on mMARCO, showing English-driven asymmetry and negative correlation with typological distance.