OPERA: Online Data Pruning for Efficient Retrieval Model Adaptation

Haoyang Fang, Shuai Zhang, Yifei Ma +5

Domain-specific finetuning is essential for dense retrievers, yet not all data pairs contribute equally to the learning process. We introduce OPERA, a data pruning framework that e…