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2407.02485
Cited By

RankRAG: Unifying Context Ranking with Retrieval-Augmented Generation in
LLMs

RankRAG: Unifying Context Ranking with Retrieval-Augmented Generation in LLMs

2 July 2024

Yue Yu

Zihan Liu

Chao Zhang

Mohammad Shoeybi

Bryan Catanzaro

ArXiv (abs)PDF HTML HuggingFace (5 upvotes)Github

Papers citing "RankRAG: Unifying Context Ranking with Retrieval-Augmented Generation in LLMs"

50 / 107 papers shown

Plantain: Plan-Answer Interleaved Reasoning

Plantain: Plan-Answer Interleaved Reasoning

Jonathan Berant

Abhimanyu Goyal

Kalpesh Krishna

Jacob Eisenstein

284

0

0

02 Dec 2025

CLaRa: Bridging Retrieval and Generation with Continuous Latent Reasoning

CLaRa: Bridging Retrieval and Generation with Continuous Latent Reasoning

Sinead Williamson

790

2

0

24 Nov 2025

Knowledge-Grounded Agentic Large Language Models for Multi-Hazard Understanding from Reconnaissance Reports

Knowledge-Grounded Agentic Large Language Models for Multi-Hazard Understanding from Reconnaissance Reports

Jean-Louis Briaud

Youssef M. A. Hashash

233

1

0

18 Nov 2025

Retrieval as a Decision: Training-Free Adaptive Gating for Efficient RAG

Retrieval as a Decision: Training-Free Adaptive Gating for Efficient RAG

149

0

0

12 Nov 2025

GroupRank: A Groupwise Paradigm for Effective and Efficient Passage Reranking with LLMs

GroupRank: A Groupwise Paradigm for Effective and Efficient Passage Reranking with LLMs

...

Lianzhen Zhong

Jian Wang

Peng Wei

Jinjie Gu

151

2

0

10 Nov 2025

IterResearch: Rethinking Long-Horizon Agents with Interaction Scaling

IterResearch: Rethinking Long-Horizon Agents with Interaction Scaling

...

429

4

0

10 Nov 2025

SR-KI: Scalable and Real-Time Knowledge Integration into LLMs via Supervised Attention

SR-KI: Scalable and Real-Time Knowledge Integration into LLMs via Supervised Attention

224

0

0

09 Nov 2025

Dynamic Affective Memory Management for Personalized LLM Agents

Dynamic Affective Memory Management for Personalized LLM Agents

188

3

0

31 Oct 2025

Metadata-Driven Retrieval-Augmented Generation for Financial Question Answering

Metadata-Driven Retrieval-Augmented Generation for Financial Question Answering

Michail Dadopoulos

Stratos Moschidis

Ioannis Negkakis

164

5

0

28 Oct 2025

RaCoT: Plug-and-Play Contrastive Example Generation Mechanism for Enhanced LLM Reasoning Reliability

RaCoT: Plug-and-Play Contrastive Example Generation Mechanism for Enhanced LLM Reasoning Reliability

202

14

0

26 Oct 2025

NeuroGenPoisoning: Neuron-Guided Attacks on Retrieval-Augmented Generation of LLM via Genetic Optimization of External Knowledge

NeuroGenPoisoning: Neuron-Guided Attacks on Retrieval-Augmented Generation of LLM via Genetic Optimization of External Knowledge

Lance Fiondella

345

1

0

24 Oct 2025

WebSeer: Training Deeper Search Agents through Reinforcement Learning with Self-Reflection

WebSeer: Training Deeper Search Agents through Reinforcement Learning with Self-Reflection

140

3

0

21 Oct 2025

An Efficient Rubric-based Generative Verifier for Search-Augmented LLMs

An Efficient Rubric-based Generative Verifier for Search-Augmented LLMs

190

1

0

16 Oct 2025

Classifying and Addressing the Diversity of Errors in Retrieval-Augmented Generation Systems

Classifying and Addressing the Diversity of Errors in Retrieval-Augmented Generation Systems

Mouloud Belbahri

Jesse C. Cresswell

189

2

0

15 Oct 2025

What Generative Search Engines Like and How to Optimize Web Content Cooperatively

What Generative Search Engines Like and How to Optimize Web Content Cooperatively

230

3

0

13 Oct 2025

BrowserAgent: Building Web Agents with Human-Inspired Web Browsing Actions

BrowserAgent: Building Web Agents with Human-Inspired Web Browsing Actions

...

239

4

0

12 Oct 2025

Stratified GRPO: Handling Structural Heterogeneity in Reinforcement Learning of LLM Search Agents

Stratified GRPO: Handling Structural Heterogeneity in Reinforcement Learning of LLM Search Agents

Hengshuang Zhao

147

1

0

07 Oct 2025

MARS: Co-evolving Dual-System Deep Research via Multi-Agent Reinforcement Learning

MARS: Co-evolving Dual-System Deep Research via Multi-Agent Reinforcement Learning

...

185

0

0

06 Oct 2025

Equipping Retrieval-Augmented Large Language Models with Document Structure Awareness

Equipping Retrieval-Augmented Large Language Models with Document Structure Awareness

201

0

0

05 Oct 2025

Identifying Financial Risk Information Using RAG with a Contrastive Insight

Identifying Financial Risk Information Using RAG with a Contrastive Insight

126

1

0

03 Oct 2025

AccurateRAG: A Framework for Building Accurate Retrieval-Augmented Question-Answering Applications

AccurateRAG: A Framework for Building Accurate Retrieval-Augmented Question-Answering Applications

Dung Ngoc Nguyen

Dat Quoc Nguyen

128

0

0

02 Oct 2025

Cluster-based Adaptive Retrieval: Dynamic Context Selection for RAG Applications

Cluster-based Adaptive Retrieval: Dynamic Context Selection for RAG Applications

Varsha Mahadevan

Bhaskar Krishnamachari

118

0

0

02 Oct 2025

Retrieval-Augmented Generation for Electrocardiogram-Language Models

Retrieval-Augmented Generation for Electrocardiogram-Language Models

William Jongwon Han

Michael A. Rosenberg

146

1

0

30 Sep 2025

RE-Searcher: Robust Agentic Search with Goal-oriented Planning and Self-reflection

RE-Searcher: Robust Agentic Search with Goal-oriented Planning and Self-reflection

...

217

1

0

30 Sep 2025

Retrieval-augmented GUI Agents with Generative Guidelines

Retrieval-augmented GUI Agents with Generative Guidelines

185

6

0

29 Sep 2025

AceSearcher: Bootstrapping Reasoning and Search for LLMs via Reinforced Self-Play

AceSearcher: Bootstrapping Reasoning and Search for LLMs via Reinforced Self-Play

RALM ReLM KELM LRM

184

7

0

29 Sep 2025

Memory in Large Language Models: Mechanisms, Evaluation and Evolution

Memory in Large Language Models: Mechanisms, Evaluation and Evolution

265

3

0

23 Sep 2025

Influence Guided Context Selection for Effective Retrieval-Augmented Generation

Influence Guided Context Selection for Effective Retrieval-Augmented Generation

474

3

0

21 Sep 2025

SIRAG: Towards Stable and Interpretable RAG with A Process-Supervised Multi-Agent Framework

SIRAG: Towards Stable and Interpretable RAG with A Process-Supervised Multi-Agent Framework

136

1

0

17 Sep 2025

Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models

Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models

Florian Matthes

117

1

0

04 Sep 2025

Can Compact Language Models Search Like Agents? Distillation-Guided Policy Optimization for Preserving Agentic RAG Capabilities

Can Compact Language Models Search Like Agents? Distillation-Guided Policy Optimization for Preserving Agentic RAG Capabilities

279

0

0

27 Aug 2025

LFD: Layer Fused Decoding to Exploit External Knowledge in Retrieval-Augmented Generation

LFD: Layer Fused Decoding to Exploit External Knowledge in Retrieval-Augmented Generation

232

0

0

27 Aug 2025

Select to Know: An Internal-External Knowledge Self-Selection Framework for Domain-Specific Question Answering

Select to Know: An Internal-External Knowledge Self-Selection Framework for Domain-Specific Question Answering

348

2

0

21 Aug 2025

TFRank: Think-Free Reasoning Enables Practical Pointwise LLM Ranking

TFRank: Think-Free Reasoning Enables Practical Pointwise LLM Ranking

300

7

0

13 Aug 2025

From Ranking to Selection: A Simple but Efficient Dynamic Passage Selector for Retrieval Augmented Generation

From Ranking to Selection: A Simple but Efficient Dynamic Passage Selector for Retrieval Augmented Generation

232

3

0

13 Aug 2025

Reasoning through Exploration: A Reinforcement Learning Framework for Robust Function Calling

Reasoning through Exploration: A Reinforcement Learning Framework for Robust Function Calling

...

328

0

0

07 Aug 2025

PAIRS: Parametric-Verified Adaptive Information Retrieval and Selection for Efficient RAG

PAIRS: Parametric-Verified Adaptive Information Retrieval and Selection for Efficient RAG

190

3

0

06 Aug 2025

Provably Secure Retrieval-Augmented Generation

Provably Secure Retrieval-Augmented Generation

Zhongliang Yang

211

1

0

01 Aug 2025

RAG in the Wild: On the (In)effectiveness of LLMs with Mixture-of-Knowledge Retrieval Augmentation

RAG in the Wild: On the (In)effectiveness of LLMs with Mixture-of-Knowledge Retrieval Augmentation

188

4

0

26 Jul 2025

A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions

A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions

Agada Joseph Oche

Ademola Glory Folashade

Tirthankar Ghosal

486

37

0

25 Jul 2025

SemRAG: Semantic Knowledge-Augmented RAG for Improved Question-Answering

SemRAG: Semantic Knowledge-Augmented RAG for Improved Question-Answering

Abdelkarim Erradi

226

3

0

10 Jul 2025

HIRAG: Hierarchical-Thought Instruction-Tuning Retrieval-Augmented Generation

HIRAG: Hierarchical-Thought Instruction-Tuning Retrieval-Augmented Generation

416

5

0

08 Jul 2025

Read the Docs Before Rewriting: Equip Rewriter with Domain Knowledge via Continual Pre-training

Read the Docs Before Rewriting: Equip Rewriter with Domain Knowledge via Continual Pre-training

259

1

0

01 Jul 2025

RAG-R1: Incentivizing the Search and Reasoning Capabilities of LLMs through Multi-query Parallelism

RAG-R1: Incentivizing the Search and Reasoning Capabilities of LLMs through Multi-query Parallelism

504

5

0

30 Jun 2025

ARAG: Agentic Retrieval Augmented Generation for Personalized Recommendation

ARAG: Agentic Retrieval Augmented Generation for Personalized Recommendation

Reza Yousefi Maragheh

Praveen Kanumala

Jason H. D. Cho

175

12

0

27 Jun 2025

R1-Ranker: Teaching LLM Rankers to Reason

R1-Ranker: Teaching LLM Rankers to Reason

318

0

0

25 Jun 2025

Bridging External and Parametric Knowledge: Mitigating Hallucination of LLMs with Shared-Private Semantic Synergy in Dual-Stream Knowledge

Bridging External and Parametric Knowledge: Mitigating Hallucination of LLMs with Shared-Private Semantic Synergy in Dual-Stream Knowledge

219

1

0

06 Jun 2025

Through the Stealth Lens: Rethinking Attacks and Defenses in RAG

Through the Stealth Lens: Rethinking Attacks and Defenses in RAG

Sarthak Choudhary

Krishnamurthy Dvijotham

278

6

0

04 Jun 2025

mRAG: Elucidating the Design Space of Multi-modal Retrieval-Augmented Generation

mRAG: Elucidating the Design Space of Multi-modal Retrieval-Augmented Generation

450

2

0

29 May 2025

RISE: Reasoning Enhancement via Iterative Self-Exploration in Multi-hop Question Answering

RISE: Reasoning Enhancement via Iterative Self-Exploration in Multi-hop Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL), 2025

298

2

0

28 May 2025

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