Copertina

Knowledge-Aware Iterative Retrieval for Multi-Agent Systems

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autore principale:	Song, Seyoung
Natura:	Preprint
Pubblicazione:	2025
Soggetti:	Artificial Intelligence Information Retrieval I.2.0; I.2.7; I.2.11; H.3.3
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

NewsLens: A Multi-Agent Framework for Adversarial News Bias Navigation
di: Bose, Joy
Pubblicazione: (2026)

ARAG: Agentic Retrieval Augmented Generation for Personalized Recommendation
di: Maragheh, Reza Yousefi, et al.
Pubblicazione: (2025)

HumanMCP: A Human-Like Query Dataset for Evaluating MCP Tool Retrieval Performance
di: Laddha, Shubh, et al.
Pubblicazione: (2025)

MALTopic: Multi-Agent LLM Topic Modeling Framework
di: Sharma, Yash
Pubblicazione: (2026)

Understanding Multi-Agent LLM Frameworks: A Unified Benchmark and Experimental Analysis
di: Orogat, Abdelghny, et al.
Pubblicazione: (2026)

Higress-RAG: A Holistic Optimization Framework for Enterprise Retrieval-Augmented Generation via Dual Hybrid Retrieval, Adaptive Routing, and CRAG
di: Lin, Weixi
Pubblicazione: (2025)

Memory as Metabolism: A Design for Companion Knowledge Systems
di: Miteski, Stefan
Pubblicazione: (2026)

Decoding Fake Narratives in Spreading Hateful Stories: A Dual-Head RoBERTa Model with Multi-Task Learning
di: Bhaskar, Yash, et al.
Pubblicazione: (2025)

A Prompt-Aware Structuring Framework for Reliable Reuse of AI-Generated Content in the Agentic Web
di: Egami, Shusaku, et al.
Pubblicazione: (2026)

De-DSI: Decentralised Differentiable Search Index
di: Neague, Petru, et al.
Pubblicazione: (2024)

The 99% Success Paradox: When Near-Perfect Retrieval Equals Random Selection
di: Repantis, Vyzantinos, et al.
Pubblicazione: (2026)

SPD-RAG: Sub-Agent Per Document Retrieval-Augmented Generation
di: Akay, Yagiz Can, et al.
Pubblicazione: (2026)

PRECEPT: Planning Resilience via Experience, Context Engineering & Probing Trajectories A Unified Framework for Test-Time Adaptation with Compositional Rule Learning and Pareto-Guided Prompt Evolution
di: Shahmansoori, Arash
Pubblicazione: (2026)

A Systematic Framework for Enterprise Knowledge Retrieval: Leveraging LLM-Generated Metadata to Enhance RAG Systems
di: Mishra, Pranav Pushkar, et al.
Pubblicazione: (2025)

CAL-RAG: Retrieval-Augmented Multi-Agent Generation for Content-Aware Layout Design
di: Forouzandehmehr, Najmeh, et al.
Pubblicazione: (2025)

MODP: Multi Objective Directional Prompting
di: Nema, Aashutosh, et al.
Pubblicazione: (2025)

Adaptive Multi-Stage Patent Claim Generation with Unified Quality Assessment
di: Liang, Chen-Wei, et al.
Pubblicazione: (2026)

LLM Reasoning for Cold-Start Item Recommendation
di: Li, Shijun, et al.
Pubblicazione: (2025)

Smart ETL and LLM-based contents classification: the European Smart Tourism Tools Observatory experience
di: Cosme, Diogo, et al.
Pubblicazione: (2024)

Expanding Relevance Judgments for Medical Case-based Retrieval Task with Multimodal LLMs
di: Pires, Catarina, et al.
Pubblicazione: (2025)

Harnessing multiple LLMs for Information Retrieval: A case study on Deep Learning methodologies in Biodiversity publications
di: Kommineni, Vamsi Krishna, et al.
Pubblicazione: (2024)

Exploring Information Retrieval Landscapes: An Investigation of a Novel Evaluation Techniques and Comparative Document Splitting Methods
di: Narimissa, Esmaeil, et al.
Pubblicazione: (2024)

RLM-on-KG: Heuristics First, LLMs When Needed: Adaptive Retrieval Control over Mention Graphs for Scattered Evidence
di: Volpini, Andrea, et al.
Pubblicazione: (2026)

Pre-trained LLMs Meet Sequential Recommenders: Efficient User-Centric Knowledge Distillation
di: Severin, Nikita, et al.
Pubblicazione: (2026)

IdeaForge: A Knowledge Graph-Grounded Multi-Agent Framework for Cross-Methodology Innovation Analysis and Patent Claim Generation
di: Bose, Joy
Pubblicazione: (2026)

BridgeRAG: Training-Free Bridge-Conditioned Retrieval for Multi-Hop Question Answering
di: Bacellar, Andre
Pubblicazione: (2026)

AuthorityBench: Benchmarking LLM Authority Perception for Reliable Retrieval-Augmented Generation
di: Yao, Zhihui, et al.
Pubblicazione: (2026)

IMDMR: An Intelligent Multi-Dimensional Memory Retrieval System for Enhanced Conversational AI
di: Pawar, Tejas, et al.
Pubblicazione: (2025)

CPEMH: An Agentic Framework for Prompt-Driven Behavior Evaluation and Assurance in Foundation-Model Systems for Mental Health Screening
di: Lorenzoni, Giuliano, et al.
Pubblicazione: (2026)

Leveraging Large Language Models for Semantic Query Processing in a Scholarly Knowledge Graph
di: Jia, Runsong, et al.
Pubblicazione: (2024)

Decoding Urban Industrial Complexity: Enhancing Knowledge-Driven Insights via IndustryScopeGPT
di: Wang, Siqi, et al.
Pubblicazione: (2024)

Mind the Gap: Aligning Knowledge Bases with User Needs to Enhance Mental Health Retrieval
di: Chan, Amanda, et al.
Pubblicazione: (2025)

Meta Knowledge for Retrieval Augmented Large Language Models
di: Mombaerts, Laurent, et al.
Pubblicazione: (2024)

Beyond End-to-End Video Models: An LLM-Based Multi-Agent System for Educational Video Generation
di: Yan, Lingyong, et al.
Pubblicazione: (2026)

Large Language Models, Knowledge Graphs and Search Engines: A Crossroads for Answering Users' Questions
di: Hogan, Aidan, et al.
Pubblicazione: (2025)

What Matters in LLM-Based Feature Extractor for Recommender? A Systematic Analysis of Prompts, Models, and Adaptation
di: Shi, Kainan, et al.
Pubblicazione: (2025)

Graph-GRPO: Dependency-Aware Credit Assignment for Generative E-commerce Search Relevance
di: Che, Jiarui, et al.
Pubblicazione: (2026)

WisPaper: Your AI Scholar Search Engine
di: Ju, Li, et al.
Pubblicazione: (2025)

Evaluating the Effectiveness of Large Language Models in Automated News Article Summarization
di: Houamegni, Lionel Richy Panlap, et al.
Pubblicazione: (2025)

Large Language Models for Relevance Judgment in Product Search
di: Mehrdad, Navid, et al.
Pubblicazione: (2024)