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2508.07995
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DIVER: A Multi-Stage Approach for Reasoning-intensive Information Retrieval
11 August 2025
Meixiu Long
DuoLin Sun
Dan Yang
Junjie Wang
Yue Shen
Jian Wang
Jian Wang
Hualei Zhou
Chunxiao Guo
Peng Wei
Jiahai Wang
Jinjie Gu
LRM
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Papers citing
"DIVER: A Multi-Stage Approach for Reasoning-intensive Information Retrieval"
9 / 9 papers shown
GroupRank: A Groupwise Reranking Paradigm Driven by Reinforcement Learning
DuoLin Sun
Meixiu Long
Dan Yang
YiHan Jiao
ZheHao Tan
...
Junjie Wang
Yue Shen
Peng Wei
Jian Wang
Jinjie Gu
101
0
0
10 Nov 2025
LimRank: Less is More for Reasoning-Intensive Information Reranking
Tingyu Song
Yilun Zhao
Siyue Zhang
Chen Zhao
Arman Cohan
RALM
ALM
LRM
385
0
0
27 Oct 2025
LLM-guided Hierarchical Retrieval
Nilesh Gupta
Wei-Cheng Chang
Ngot Bui
Cho-Jui Hsieh
Inderjit S Dhillon
LRM
93
0
0
15 Oct 2025
MRMR: A Realistic and Expert-Level Multidisciplinary Benchmark for Reasoning-Intensive Multimodal Retrieval
Siyue Zhang
Yuan Gao
Xiao Zhou
Yilun Zhao
Tingyu Song
Arman Cohan
Anh Tuan Luu
Chen Zhao
VLM
LRM
117
0
0
10 Oct 2025
ReasonEmbed: Enhanced Text Embeddings for Reasoning-Intensive Document Retrieval
Jianlyu Chen
Junwei Lan
Chaofan Li
Defu Lian
Zheng Liu
RALM
ReLM
LRM
170
0
0
09 Oct 2025
MR
2
^2
2
-Bench: Going Beyond Matching to Reasoning in Multimodal Retrieval
Junjie Zhou
Ze Liu
Lei Xiong
Jin-Ge Yao
Yueze Wang
...
Zhicheng Dou
Siqi Bao
Defu Lian
Yongping Xiong
Zheng Liu
VLM
LRM
134
0
0
30 Sep 2025
Reasoning-enhanced Query Understanding through Decomposition and Interpretation
Yunfei Zhong
Jun Yang
Yixing Fan
Jiafeng Guo
Lixin Su
Maarten de Rijke
Ruqing Zhang
ReLM
LRM
180
1
0
08 Sep 2025
Lighting the Way for BRIGHT: Reproducible Baselines with Anserini, Pyserini, and RankLLM
Yijun Ge
Sahel Sharifymoghaddam
Jimmy Lin
LRM
113
2
0
02 Sep 2025
Unlocking Multi-View Insights in Knowledge-Dense Retrieval-Augmented Generation
IEEE Transactions on Audio, Speech, and Language Processing (IEEE TASLP), 2024
Guanhua Chen
Wenhan Yu
Xiao Lu
Xiao Zhang
Erli Meng
Lei Sha
3DV
211
1
0
19 Apr 2024
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