Saved in:
| Main Authors: | Ferrazzi, Pietro, Cvjeticanin, Milica, Piraccini, Alessio, Giannuzzi, Davide |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | https://arxiv.org/abs/2601.07711 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
LatentRAG: Latent Reasoning and Retrieval for Efficient Agentic RAG
by: Zheng, Yijia, et al.
Published: (2026)
by: Zheng, Yijia, et al.
Published: (2026)
From RAG to Agentic RAG for Faithful Islamic Question Answering
by: Bhatia, Gagan, et al.
Published: (2026)
by: Bhatia, Gagan, et al.
Published: (2026)
TreePS-RAG: Tree-based Process Supervision for Reinforcement Learning in Agentic RAG
by: Zhang, Tianhua, et al.
Published: (2026)
by: Zhang, Tianhua, et al.
Published: (2026)
Converting Annotated Clinical Cases into Structured Case Report Forms
by: Ferrazzi, Pietro, et al.
Published: (2025)
by: Ferrazzi, Pietro, et al.
Published: (2025)
Multilingual Medical Reasoning for Question Answering with Large Language Models
by: Ferrazzi, Pietro, et al.
Published: (2025)
by: Ferrazzi, Pietro, et al.
Published: (2025)
Towards Agentic RAG with Deep Reasoning: A Survey of RAG-Reasoning Systems in LLMs
by: Li, Yangning, et al.
Published: (2025)
by: Li, Yangning, et al.
Published: (2025)
Small LLMs for Medical NLP: a Systematic Analysis of Few-Shot, Constraint Decoding, Fine-Tuning and Continual Pre-Training in Italian
by: Ferrazzi, Pietro, et al.
Published: (2026)
by: Ferrazzi, Pietro, et al.
Published: (2026)
Agentic Retrieval-Augmented Generation: A Survey on Agentic RAG
by: Singh, Aditi, et al.
Published: (2025)
by: Singh, Aditi, et al.
Published: (2025)
Entropic Claim Resolution: Uncertainty-Driven Evidence Selection for RAG
by: Di Gioia, Davide
Published: (2026)
by: Di Gioia, Davide
Published: (2026)
From RAG to Agentic: Validating Islamic-Medicine Responses with LLM Agents
by: Sayeed, Mohammad Amaan, et al.
Published: (2025)
by: Sayeed, Mohammad Amaan, et al.
Published: (2025)
AI-VaxGuide: An Agentic RAG-Based LLM for Vaccination Decisions
by: Zeggai, Abdellah, et al.
Published: (2025)
by: Zeggai, Abdellah, et al.
Published: (2025)
KARE-RAG: Knowledge-Aware Refinement and Enhancement for RAG
by: Li, Yongjian, et al.
Published: (2025)
by: Li, Yongjian, et al.
Published: (2025)
AgenticRAGTracer: A Hop-Aware Benchmark for Diagnosing Multi-Step Retrieval Reasoning in Agentic RAG
by: You, Qijie, et al.
Published: (2026)
by: You, Qijie, et al.
Published: (2026)
RAGShaper: Eliciting Sophisticated Agentic RAG Skills via Automated Data Synthesis
by: Tao, Zhengwei, et al.
Published: (2026)
by: Tao, Zhengwei, et al.
Published: (2026)
CARE-RAG - Clinical Assessment and Reasoning in RAG
by: Potluri, Deepthi, et al.
Published: (2025)
by: Potluri, Deepthi, et al.
Published: (2025)
TopClustRAG at SIGIR 2025 LiveRAG Challenge
by: Bakagianni, Juli, et al.
Published: (2025)
by: Bakagianni, Juli, et al.
Published: (2025)
MetaRAG: Metamorphic Testing for Hallucination Detection in RAG Systems
by: Sok, Channdeth, et al.
Published: (2025)
by: Sok, Channdeth, et al.
Published: (2025)
RAGalyst: Automated Human-Aligned Agentic Evaluation for Domain-Specific RAG
by: Gao, Joshua, et al.
Published: (2025)
by: Gao, Joshua, et al.
Published: (2025)
Efficient and Transferable Agentic Knowledge Graph RAG via Reinforcement Learning
by: Lin, Junhong, et al.
Published: (2025)
by: Lin, Junhong, et al.
Published: (2025)
JADE: Bridging the Strategic-Operational Gap in Dynamic Agentic RAG
by: Chen, Yiqun, et al.
Published: (2026)
by: Chen, Yiqun, et al.
Published: (2026)
FB-RAG: Improving RAG with Forward and Backward Lookup
by: Chawla, Kushal, et al.
Published: (2025)
by: Chawla, Kushal, et al.
Published: (2025)
Reward-RAG: Enhancing RAG with Reward Driven Supervision
by: Nguyen, Thang, et al.
Published: (2024)
by: Nguyen, Thang, et al.
Published: (2024)
KohakuRAG: A simple RAG framework with hierarchical document indexing
by: Yeh, Shih-Ying, et al.
Published: (2026)
by: Yeh, Shih-Ying, et al.
Published: (2026)
ChunkRAG: Novel LLM-Chunk Filtering Method for RAG Systems
by: Singh, Ishneet Sukhvinder, et al.
Published: (2024)
by: Singh, Ishneet Sukhvinder, et al.
Published: (2024)
End-to-End Agentic RAG System Training for Traceable Diagnostic Reasoning
by: Zheng, Qiaoyu, et al.
Published: (2025)
by: Zheng, Qiaoyu, et al.
Published: (2025)
Iterate Until Retrieved: Factual Nugget Optimization for Discoverable Continual Corrections in Agentic RAG
by: Hazoom, Moshe, et al.
Published: (2026)
by: Hazoom, Moshe, et al.
Published: (2026)
A-RAG: Scaling Agentic Retrieval-Augmented Generation via Hierarchical Retrieval Interfaces
by: Du, Mingxuan, et al.
Published: (2026)
by: Du, Mingxuan, et al.
Published: (2026)
Toward Automatic Filling of Case Report Forms: A Case Study on Data from an Italian Emergency Department
by: Kaczmarek, Gabriela Anna, et al.
Published: (2026)
by: Kaczmarek, Gabriela Anna, et al.
Published: (2026)
SMARTFinRAG: Interactive Modularized Financial RAG Benchmark
by: Zha, Yiwei
Published: (2025)
by: Zha, Yiwei
Published: (2025)
Causal-Counterfactual RAG: The Integration of Causal-Counterfactual Reasoning into RAG
by: Khadilkar, Harshad, et al.
Published: (2025)
by: Khadilkar, Harshad, et al.
Published: (2025)
SuperRAG: Beyond RAG with Layout-Aware Graph Modeling
by: Yang, Jeff, et al.
Published: (2025)
by: Yang, Jeff, et al.
Published: (2025)
Ranking Free RAG: Replacing Re-ranking with Selection in RAG for Sensitive Domains
by: Saxena, Yash, et al.
Published: (2025)
by: Saxena, Yash, et al.
Published: (2025)
KG-Infused RAG: Augmenting Corpus-Based RAG with External Knowledge Graphs
by: Wu, Dingjun, et al.
Published: (2025)
by: Wu, Dingjun, et al.
Published: (2025)
LAD-RAG: Layout-aware Dynamic RAG for Visually-Rich Document Understanding
by: Sourati, Zhivar, et al.
Published: (2025)
by: Sourati, Zhivar, et al.
Published: (2025)
KeyKnowledgeRAG (K^2RAG): An Enhanced RAG method for improved LLM question-answering capabilities
by: Markondapatnaikuni, Hruday, et al.
Published: (2025)
by: Markondapatnaikuni, Hruday, et al.
Published: (2025)
EmoRAG: Evaluating RAG Robustness to Symbolic Perturbations
by: Zhou, Xinyun, et al.
Published: (2025)
by: Zhou, Xinyun, et al.
Published: (2025)
DoTA-RAG: Dynamic of Thought Aggregation RAG
by: Ruangtanusak, Saksorn, et al.
Published: (2025)
by: Ruangtanusak, Saksorn, et al.
Published: (2025)
EviNote-RAG: Enhancing RAG Models via Answer-Supportive Evidence Notes
by: Dai, Yuqin, et al.
Published: (2025)
by: Dai, Yuqin, et al.
Published: (2025)
FIT-RAG: Black-Box RAG with Factual Information and Token Reduction
by: Mao, Yuren, et al.
Published: (2024)
by: Mao, Yuren, et al.
Published: (2024)
FunnelRAG: A Coarse-to-Fine Progressive Retrieval Paradigm for RAG
by: Zhao, Xinping, et al.
Published: (2024)
by: Zhao, Xinping, et al.
Published: (2024)
Similar Items
-
LatentRAG: Latent Reasoning and Retrieval for Efficient Agentic RAG
by: Zheng, Yijia, et al.
Published: (2026) -
From RAG to Agentic RAG for Faithful Islamic Question Answering
by: Bhatia, Gagan, et al.
Published: (2026) -
TreePS-RAG: Tree-based Process Supervision for Reinforcement Learning in Agentic RAG
by: Zhang, Tianhua, et al.
Published: (2026) -
Converting Annotated Clinical Cases into Structured Case Report Forms
by: Ferrazzi, Pietro, et al.
Published: (2025) -
Multilingual Medical Reasoning for Question Answering with Large Language Models
by: Ferrazzi, Pietro, et al.
Published: (2025)