Gumbel Reranking: Differentiable End-to-End Reranker Optimization

Siyuan Huang, Zhiyuan Ma, Jintao Du +5

RAG systems rely on rerankers to identify relevant documents. However, fine-tuning these models remains challenging due to the scarcity of annotated query-document pairs. Existing…