Learning from What You Retrieve: Online RL Fine-Tuning for Semantic Retrieval

Shaowei Wei, Chong Huang, Songtao Fang +3

In large-scale e-commerce retrieval, dual-encoder retrievers are op- timized for contrastive similarity, whereas downstream rerankers capture finer-grained relevance preferences; t…