Dense Passage Retrieval: Architectures and Augmentation Methods
Thilina C. Rajapakse · 2023
The dual-encoder model is a dense retrieval architecture, consisting of two encoder models, that has surpassed traditional sparse retrieval methods for open-domain retrieval [1]. But, room exists for improvement, particularly when dense retrievers are exposed to unseen passages or queries.