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DocReRank: Single-Page Hard Negative Query Generation for Training Multi-Modal RAG Rerankers

DocReRank: Single-Page Hard Negative Query Generation for Training Multi-Modal RAG Rerankers

28 May 2025
Navve Wasserman
Oliver Heinimann
Yuval Golbari
Tal Zimbalist
Eli Schwartz
Michal Irani
ArXiv (abs)PDFHTML

Papers citing "DocReRank: Single-Page Hard Negative Query Generation for Training Multi-Modal RAG Rerankers"

4 / 4 papers shown
Guided Query Refinement: Multimodal Hybrid Retrieval with Test-Time Optimization
Guided Query Refinement: Multimodal Hybrid Retrieval with Test-Time Optimization
Omri Uzan
Asaf Yehudai
Roi pony
Eyal Shnarch
Ariel Gera
232
1
0
06 Oct 2025
REAL-MM-RAG: A Real-World Multi-Modal Retrieval Benchmark
REAL-MM-RAG: A Real-World Multi-Modal Retrieval BenchmarkAnnual Meeting of the Association for Computational Linguistics (ACL), 2025
Navve Wasserman
Roi Pony
O. Naparstek
Adi Raz Goldfarb
Eli Schwartz
Udi Barzelay
Leonid Karlinsky
3DVVLM
334
23
0
17 Feb 2025
VisRAG: Vision-based Retrieval-augmented Generation on Multi-modality Documents
VisRAG: Vision-based Retrieval-augmented Generation on Multi-modality DocumentsInternational Conference on Learning Representations (ICLR), 2024
S. Yu
C. Tang
Bokai Xu
Junbo Cui
Junhao Ran
...
Zhenghao Liu
Kaiyan Zhang
Xu Han
Zhiyuan Liu
Maosong Sun
VLM
467
120
0
14 Oct 2024
NV-Retriever: Improving text embedding models with effective hard-negative mining
NV-Retriever: Improving text embedding models with effective hard-negative mining
Gabriel de Souza P. Moreira
Radek Osmulski
Mengyao Xu
Ronay Ak
Benedikt Schifferer
Even Oldridge
RALM
359
77
0
22 Jul 2024
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