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cs.CL2023
Boot and Switch: Alternating Distillation for Zero-Shot Dense Retrieval
Fan Jiang, Qiongkai Xu, Tom Drummond +1
Neural 'dense' retrieval models are state of the art for many datasets, however these models often exhibit limited domain transfer ability. Existing approaches to adaptation are un…
cs.CL2023
Noisy Self-Training with Synthetic Queries for Dense Retrieval
Fan Jiang, Tom Drummond, Trevor Cohn
Although existing neural retrieval models reveal promising results when training data is abundant and the performance keeps improving as training data increases, collecting high-qu…