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2508.07050
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ReasonRank: Empowering Passage Ranking with Strong Reasoning Ability
9 August 2025
Wenhan Liu
Xinyu Ma
Weiwei Sun
Yutao Zhu
Yuchen Li
D. Yin
Zhicheng Dou
ReLM
ALM
LRM
Re-assign community
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HuggingFace (109 upvotes)
Github (137★)
Papers citing
"ReasonRank: Empowering Passage Ranking with Strong Reasoning Ability"
16 / 16 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
97
0
0
10 Nov 2025
Think Before You Retrieve: Learning Test-Time Adaptive Search with Small Language Models
Supriti Vijay
Aman Priyanshu
Anu Vellore
Baturay Saglam
Amin Karbasi
LRM
132
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
381
0
0
27 Oct 2025
E2Rank: Your Text Embedding can Also be an Effective and Efficient Listwise Reranker
Qi Liu
Yanzhao Zhang
Mingxin Li
Dingkun Long
Pengjun Xie
Jiaxin Mao
152
1
0
26 Oct 2025
ZeroGR: A Generalizable and Scalable Framework for Zero-Shot Generative Retrieval
Weiwei Sun
Keyi Kong
Xinyu Ma
Shuaiqiang Wang
Dawei Yin
Maarten de Rijke
Zhaochun Ren
Yiming Yang
143
0
0
12 Oct 2025
Rethinking Reasoning in Document Ranking: Why Chain-of-Thought Falls Short
Xuan Lu
Haohang Huang
Rui Meng
Yaohui Jin
Wenjun Zeng
Xiaoyu Shen
LRM
163
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
156
0
0
09 Oct 2025
Retro*: Optimizing LLMs for Reasoning-Intensive Document Retrieval
Junwei Lan
Jianlyu Chen
Zheng Liu
Chaofan Li
Siqi Bao
Defu Lian
LRM
136
2
0
29 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
179
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
TFRank: Think-Free Reasoning Enables Practical Pointwise LLM Ranking
Yongqi Fan
Xiaoyang Chen
Dezhi Ye
Jie Liu
Haijin Liang
Jin Ma
Ben He
Yingfei Sun
Tong Ruan
ReLM
LRM
221
5
0
13 Aug 2025
DIVER: A Multi-Stage Approach for Reasoning-intensive Information Retrieval
Meixiu Long
DuoLin Sun
Dan Yang
Junjie Wang
Yue Shen
...
Hualei Zhou
Chunxiao Guo
Peng Wei
Jiahai Wang
Jinjie Gu
LRM
305
9
0
11 Aug 2025
How Grounded is Wikipedia? A Study on Structured Evidential Support and Retrieval
William Walden
Kathryn Ricci
Miriam Wanner
Zhengping Jiang
Chandler May
Rongkun Zhou
Benjamin Van Durme
HILM
177
0
0
14 Jun 2025
AcuRank: Uncertainty-Aware Adaptive Computation for Listwise Reranking
Soyoung Yoon
Gyuwan Kim
Gyu-Hwung Cho
Seung-won Hwang
BDL
LRM
331
0
0
24 May 2025
CoRanking: Collaborative Ranking with Small and Large Ranking Agents
Wenhan Liu
Xinyu Ma
Yinlin Zhu
Lixin Su
Shuaiqiang Wang
Dawei Yin
Zhicheng Dou
ALM
319
9
0
30 Mar 2025
Large Language Models for Information Retrieval: A Survey
Yutao Zhu
Huaying Yuan
Shuting Wang
Jiongnan Liu
Wenhan Liu
Chenlong Deng
Haonan Chen
Zheng Liu
Zhicheng Dou
Ji-Rong Wen
KELM
634
452
0
14 Aug 2023
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