A 524M visual document retriever distilled from both sides of an 8B teacher reaches 86.9% of the teacher's NDCG@5 and beats every reproduced sub-1B baseline.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing , pages=
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DistilVDR: A Compact End-to-End Visual Document Retriever via Dual-Student Distillation
A 524M visual document retriever distilled from both sides of an 8B teacher reaches 86.9% of the teacher's NDCG@5 and beats every reproduced sub-1B baseline.