AgenticRAGTracer: A Hop-Aware Benchmark for Diagnosing Multi-Step Retrieval Reasoning in Agentic RAG
Fuente:
arXiv
Guardado en:
| Autores principales: | You, Qijie, Yu, Wenkai, Zhang, Wentao |
|---|---|
| Formato: | Preprint |
| Publicado: |
2026
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
HopRAG: Multi-Hop Reasoning for Logic-Aware Retrieval-Augmented Generation
por: Liu, Hao, et al.
Publicado: (2025)
por: Liu, Hao, et al.
Publicado: (2025)
MultiHop-RAG: Benchmarking Retrieval-Augmented Generation for Multi-Hop Queries
por: Tang, Yixuan, et al.
Publicado: (2024)
por: Tang, Yixuan, et al.
Publicado: (2024)
LatentRAG: Latent Reasoning and Retrieval for Efficient Agentic RAG
por: Zheng, Yijia, et al.
Publicado: (2026)
por: Zheng, Yijia, et al.
Publicado: (2026)
PRISM: Agentic Retrieval with LLMs for Multi-Hop Question Answering
por: Nahid, Md Mahadi Hasan, et al.
Publicado: (2025)
por: Nahid, Md Mahadi Hasan, et al.
Publicado: (2025)
Agentic Retrieval-Augmented Generation: A Survey on Agentic RAG
por: Singh, Aditi, et al.
Publicado: (2025)
por: Singh, Aditi, et al.
Publicado: (2025)
AI for Climate Finance: Agentic Retrieval and Multi-Step Reasoning for Early Warning System Investments
por: Vaghefi, Saeid Ario, et al.
Publicado: (2025)
por: Vaghefi, Saeid Ario, et al.
Publicado: (2025)
Towards Agentic RAG with Deep Reasoning: A Survey of RAG-Reasoning Systems in LLMs
por: Li, Yangning, et al.
Publicado: (2025)
por: Li, Yangning, et al.
Publicado: (2025)
StepChain GraphRAG: Reasoning Over Knowledge Graphs for Multi-Hop Question Answering
por: Ni, Tengjun, et al.
Publicado: (2025)
por: Ni, Tengjun, et al.
Publicado: (2025)
NovelHopQA: Diagnosing Multi-Hop Reasoning Failures in Long Narrative Contexts
por: Gupta, Abhay, et al.
Publicado: (2025)
por: Gupta, Abhay, et al.
Publicado: (2025)
A-RAG: Scaling Agentic Retrieval-Augmented Generation via Hierarchical Retrieval Interfaces
por: Du, Mingxuan, et al.
Publicado: (2026)
por: Du, Mingxuan, et al.
Publicado: (2026)
EfficientRAG: Efficient Retriever for Multi-Hop Question Answering
por: Zhuang, Ziyuan, et al.
Publicado: (2024)
por: Zhuang, Ziyuan, et al.
Publicado: (2024)
RAGShaper: Eliciting Sophisticated Agentic RAG Skills via Automated Data Synthesis
por: Tao, Zhengwei, et al.
Publicado: (2026)
por: Tao, Zhengwei, et al.
Publicado: (2026)
End-to-End Agentic RAG System Training for Traceable Diagnostic Reasoning
por: Zheng, Qiaoyu, et al.
Publicado: (2025)
por: Zheng, Qiaoyu, et al.
Publicado: (2025)
Is Agentic RAG worth it? An experimental comparison of RAG approaches
por: Ferrazzi, Pietro, et al.
Publicado: (2026)
por: Ferrazzi, Pietro, et al.
Publicado: (2026)
Hop, Skip, and Overthink: Diagnosing Why Reasoning Models Fumble during Multi-Hop Analysis
por: Yadav, Anushka, et al.
Publicado: (2025)
por: Yadav, Anushka, et al.
Publicado: (2025)
ConRAG: Consensus-Driven Multi-View Retrieval for Multi-Hop Question Answering
por: Zhu, Yikai, et al.
Publicado: (2026)
por: Zhu, Yikai, et al.
Publicado: (2026)
BioHopR: A Benchmark for Multi-Hop, Multi-Answer Reasoning in Biomedical Domain
por: Kim, Yunsoo, et al.
Publicado: (2025)
por: Kim, Yunsoo, et al.
Publicado: (2025)
Iterate Until Retrieved: Factual Nugget Optimization for Discoverable Continual Corrections in Agentic RAG
por: Hazoom, Moshe, et al.
Publicado: (2026)
por: Hazoom, Moshe, et al.
Publicado: (2026)
Agentic-R: Learning to Retrieve for Agentic Search
por: Liu, Wenhan, et al.
Publicado: (2026)
por: Liu, Wenhan, et al.
Publicado: (2026)
DeepRAG: Integrating Hierarchical Reasoning and Process Supervision for Biomedical Multi-Hop QA
por: Ji, Yuelyu, et al.
Publicado: (2025)
por: Ji, Yuelyu, et al.
Publicado: (2025)
From Conflict to Consensus: Boosting Medical Reasoning via Multi-Round Agentic RAG
por: Wu, Wenhao, et al.
Publicado: (2026)
por: Wu, Wenhao, et al.
Publicado: (2026)
Think Straight, Stop Smart: Structured Reasoning for Efficient Multi-Hop RAG
por: Bang, Jihwan, et al.
Publicado: (2025)
por: Bang, Jihwan, et al.
Publicado: (2025)
RAG+: Enhancing Retrieval-Augmented Generation with Application-Aware Reasoning
por: Wang, Yu, et al.
Publicado: (2025)
por: Wang, Yu, et al.
Publicado: (2025)
Rethinking Reasoning-Intensive Retrieval: Evaluating and Advancing Retrievers in Agentic Search Systems
por: Zhao, Yilun, et al.
Publicado: (2026)
por: Zhao, Yilun, et al.
Publicado: (2026)
RAGCap-Bench: Benchmarking Capabilities of LLMs in Agentic Retrieval Augmented Generation Systems
por: Lin, Jingru, et al.
Publicado: (2025)
por: Lin, Jingru, et al.
Publicado: (2025)
Learning When to Act or Refuse: Guarding Agentic Reasoning Models for Safe Multi-Step Tool Use
por: Agarwal, Aradhye, et al.
Publicado: (2026)
por: Agarwal, Aradhye, et al.
Publicado: (2026)
StepPO: Step-Aligned Policy Optimization for Agentic Reinforcement Learning
por: Wang, Daoyu, et al.
Publicado: (2026)
por: Wang, Daoyu, et al.
Publicado: (2026)
Agentic Reinforcement Learning with Implicit Step Rewards
por: Liu, Xiaoqian, et al.
Publicado: (2025)
por: Liu, Xiaoqian, et al.
Publicado: (2025)
RAAR: Retrieval Augmented Agentic Reasoning for Cross-Domain Misinformation Detection
por: Liu, Zhiwei, et al.
Publicado: (2026)
por: Liu, Zhiwei, et al.
Publicado: (2026)
Beyond Rows to Reasoning: Agentic Retrieval for Multimodal Spreadsheet Understanding and Editing
por: Gulati, Anmol, et al.
Publicado: (2026)
por: Gulati, Anmol, et al.
Publicado: (2026)
TreePS-RAG: Tree-based Process Supervision for Reinforcement Learning in Agentic RAG
por: Zhang, Tianhua, et al.
Publicado: (2026)
por: Zhang, Tianhua, et al.
Publicado: (2026)
Demystifying Reinforcement Learning in Agentic Reasoning
por: Yu, Zhaochen, et al.
Publicado: (2025)
por: Yu, Zhaochen, et al.
Publicado: (2025)
From RAG to Agentic RAG for Faithful Islamic Question Answering
por: Bhatia, Gagan, et al.
Publicado: (2026)
por: Bhatia, Gagan, et al.
Publicado: (2026)
Boiling the Frog: A Multi-Turn Benchmark for Agentic Safety
por: Bisconti, Piercosma, et al.
Publicado: (2026)
por: Bisconti, Piercosma, et al.
Publicado: (2026)
REX-RAG: Reasoning Exploration with Policy Correction in Retrieval-Augmented Generation
por: Jiang, Wentao, et al.
Publicado: (2025)
por: Jiang, Wentao, et al.
Publicado: (2025)
DecEx-RAG: Boosting Agentic Retrieval-Augmented Generation with Decision and Execution Optimization via Process Supervision
por: Leng, Yongqi, et al.
Publicado: (2025)
por: Leng, Yongqi, et al.
Publicado: (2025)
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation
por: Xi, Yunjia, et al.
Publicado: (2025)
por: Xi, Yunjia, et al.
Publicado: (2025)
Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic Tools
por: Wu, Junde, et al.
Publicado: (2025)
por: Wu, Junde, et al.
Publicado: (2025)
Agentic AI with Orchestrator-Agent Trust: A Modular Visual Classification Framework with Trust-Aware Orchestration and RAG-Based Reasoning
por: Roumeliotis, Konstantinos I., et al.
Publicado: (2025)
por: Roumeliotis, Konstantinos I., et al.
Publicado: (2025)
Memory-Aware and Uncertainty-Guided Retrieval for Multi-Hop Question Answering
por: Ji, Yuelyu, et al.
Publicado: (2025)
por: Ji, Yuelyu, et al.
Publicado: (2025)
Ejemplares similares
-
HopRAG: Multi-Hop Reasoning for Logic-Aware Retrieval-Augmented Generation
por: Liu, Hao, et al.
Publicado: (2025) -
MultiHop-RAG: Benchmarking Retrieval-Augmented Generation for Multi-Hop Queries
por: Tang, Yixuan, et al.
Publicado: (2024) -
LatentRAG: Latent Reasoning and Retrieval for Efficient Agentic RAG
por: Zheng, Yijia, et al.
Publicado: (2026) -
PRISM: Agentic Retrieval with LLMs for Multi-Hop Question Answering
por: Nahid, Md Mahadi Hasan, et al.
Publicado: (2025) -
Agentic Retrieval-Augmented Generation: A Survey on Agentic RAG
por: Singh, Aditi, et al.
Publicado: (2025)