{"total":24,"rows":[{"id":"2505.18581","title":"Removal of Hallucination on Hallucination: Debate-Augmented RAG","created":"2025-05-24","cited_by_count":29,"area":"rag"},{"id":"2402.10612","title":"Rowen: Adaptive Retrieval-Augmented Generation for Hallucination Mitigation in LLMs","created":"2024-02-16","cited_by_count":27,"area":"rag"},{"id":"2506.16172","title":"SGIC: A Self-Guided Iterative Calibration Framework for RAG","created":"2025-06-19","cited_by_count":8,"area":"rag"},{"id":"2501.07813","title":"Talk to Right Specialists: Iterative Routing in Multi-agent Systems for Question Answering","created":"2025-01-14","cited_by_count":6,"area":"rag"},{"id":"2603.24579","title":"MARCH: Multi-Agent Reinforced Self-Check for LLM Hallucination","created":"2026-03-25","cited_by_count":5,"area":"rag"},{"id":"2509.17395","title":"FinDebate: Multi-Agent Collaborative Intelligence for Financial Analysis","created":"2025-09-22","cited_by_count":4,"area":"rag"},{"id":"2604.27934","title":"MM-StanceDet: Retrieval-Augmented Multi-modal Multi-agent Stance Detection","created":"2026-04-30","cited_by_count":3,"area":"rag"},{"id":"2508.02184","title":"Retrieval-augmented Decoding for Improving Truthfulness in Open-ended Generation","created":"2025-08-04","cited_by_count":2,"area":"rag"},{"id":"2606.25191","title":"To Isolate or to Score? Model-Adaptive Assessment for Cost-Efficient Multi-Agent RAG","created":"2026-06-23","cited_by_count":2,"area":"rag"},{"id":"2405.13002","title":"DuetRAG: Collaborative Retrieval-Augmented Generation","created":"2024-05-12","cited_by_count":1,"area":"rag"},{"id":"2603.27253","title":"Mitigating Hallucination on Hallucination in RAG via Ensemble Voting","created":"2026-03-28","cited_by_count":1,"area":"rag"},{"id":"2605.27559","title":"Detection Without Correction: A Two-Parameter Decomposition of Multi-Stage LLM Pipelines","created":"2026-05-26","cited_by_count":1,"area":"rag"},{"id":"2508.19614","title":"LFD: Layer Fused Decoding to Exploit External Knowledge in Retrieval-Augmented Generation","created":"2025-08-27","cited_by_count":0,"area":"rag"},{"id":"2511.01059","title":"Efficient Test-Time Retrieval Augmented Generation","created":"2025-11-02","cited_by_count":0,"area":"rag"},{"id":"2511.04700","title":"Separate the Wheat from the Chaff: Winnowing Down Divergent Views in Retrieval Augmented Generation","created":"2025-11-01","cited_by_count":0,"area":"rag"},{"id":"2511.06125","title":"Evaluation of retrieval-based QA on QUEST-LOFT","created":"2025-11-08","cited_by_count":0,"area":"rag"},{"id":"2601.17692","title":"LegalMALR:Multi-Agent Query Understanding and LLM-Based Reranking for Chinese Statute Retrieval","created":"2026-01-25","cited_by_count":0,"area":"rag"},{"id":"2604.10389","title":"BLUEmed: Retrieval-Augmented Multi-Agent Debate for Clinical Error Detection","created":"2026-04-12","cited_by_count":0,"area":"rag"},{"id":"2606.06754","title":"MADRAG: Multi-Agent Debate with Retrieval-Augmented Generation for Training-Free Analytic Essay Scoring","created":"2026-06-04","cited_by_count":0,"area":"rag"},{"id":"2607.23838","title":"TriShieldRAG: 3 Rings, One Blind Spot in Layered Defenses for Retrieval-Augmented Generation","created":"2026-07-26","cited_by_count":0,"area":"rag"},{"id":"2608.13706","title":"CLAIR-Fin: An Adversarial Multi-Agent Framework for Claim-Level Verification and Adaptive Debate in Cross-Modal Financial QA","created":"2026-08-13","cited_by_count":0,"area":"rag"},{"id":"2609.27814","title":"LabourCrew: A Multi-Agent RAG Framework for Trustworthy Adversarial Deliberation and Statutory Reasoning over Labour Law","created":"2026-08-18","cited_by_count":0,"area":"rag"},{"id":"2609.30337","title":"Parameters vs. Context: TRACE Fine-Tuning for Robust Retrieval-Augmented Generation","created":"2026-09-24","cited_by_count":0,"area":"rag"},{"id":"2609.35806","title":"From Lexical Baselines to Agentic Retrieval-Augmented Generation: Structured Skill and Responsibility-Level Extraction with the SFIA Framework","created":"2026-09-19","cited_by_count":0,"area":"rag"}],"next_cursor":null}