| DRAGged into Conflicts: Detecting and Addressing Conflicting Sources in Search-Augmented LLMs | Jun 10, 2025 | RAGRetrieval-augmented Generation | CodeCode Available | 1 | 5 |
| Not All Contexts Are Equal: Teaching LLMs Credibility-aware Generation | Apr 10, 2024 | AllRAG | CodeCode Available | 1 | 5 |
| RAG Playground: A Framework for Systematic Evaluation of Retrieval Strategies and Prompt Engineering in RAG Systems | Dec 16, 2024 | Prompt EngineeringRAG | CodeCode Available | 1 | 5 |
| Benchmarking Retrieval-Augmented Multimomal Generation for Document Question Answering | May 22, 2025 | BenchmarkingEvidence Selection | CodeCode Available | 1 | 5 |
| Docopilot: Improving Multimodal Models for Document-Level Understanding | Jan 1, 2025 | document understandingRAG | CodeCode Available | 1 | 5 |
| MRD-RAG: Enhancing Medical Diagnosis with Multi-Round Retrieval-Augmented Generation | Apr 10, 2025 | DiagnosticMedical Diagnosis | CodeCode Available | 1 | 5 |
| GenTKG: Generative Forecasting on Temporal Knowledge Graph with Large Language Models | Oct 11, 2023 | RetrievalRetrieval-augmented Generation | CodeCode Available | 1 | 5 |
| MALADE: Orchestration of LLM-powered Agents with Retrieval Augmented Generation for Pharmacovigilance | Aug 3, 2024 | PharmacovigilanceRetrieval | CodeCode Available | 1 | 5 |
| Multi-Meta-RAG: Improving RAG for Multi-Hop Queries using Database Filtering with LLM-Extracted Metadata | Jun 19, 2024 | RAGRetrieval | CodeCode Available | 1 | 5 |
| NUDGE: Lightweight Non-Parametric Fine-Tuning of Embeddings for Retrieval | Sep 4, 2024 | Image RetrievalRAG | CodeCode Available | 1 | 5 |
| Benchmarking Multimodal Knowledge Conflict for Large Multimodal Models | May 26, 2025 | BenchmarkingRAG | CodeCode Available | 1 | 5 |
| Adapting to Non-Stationary Environments: Multi-Armed Bandit Enhanced Retrieval-Augmented Generation on Knowledge Graphs | Dec 10, 2024 | Knowledge GraphsRAG | CodeCode Available | 1 | 5 |
| MM-PoisonRAG: Disrupting Multimodal RAG with Local and Global Poisoning Attacks | Feb 25, 2025 | MisinformationQuestion Answering | CodeCode Available | 1 | 5 |
| Model Internals-based Answer Attribution for Trustworthy Retrieval-Augmented Generation | Jun 19, 2024 | Question AnsweringRAG | CodeCode Available | 1 | 5 |
| Less is More: Making Smaller Language Models Competent Subgraph Retrievers for Multi-hop KGQA | Oct 8, 2024 | Knowledge GraphsRAG | CodeCode Available | 1 | 5 |
| Graph World Model | Jul 14, 2025 | Graph Learningmodel | CodeCode Available | 1 | 5 |
| MIRAGE-Bench: Automatic Multilingual Benchmark Arena for Retrieval-Augmented Generation Systems | Oct 17, 2024 | Answer GenerationLanguage Modeling | CodeCode Available | 1 | 5 |
| Deliberation on Priors: Trustworthy Reasoning of Large Language Models on Knowledge Graphs | May 21, 2025 | Knowledge DistillationKnowledge Graphs | CodeCode Available | 1 | 5 |
| Graph RAG-Tool Fusion | Feb 11, 2025 | RAGRetrieval | CodeCode Available | 1 | 5 |
| A RAG-Based Multi-Agent LLM System for Natural Hazard Resilience and Adaptation | Apr 24, 2025 | Decision MakingRAG | CodeCode Available | 1 | 5 |
| Developing Retrieval Augmented Generation (RAG) based LLM Systems from PDFs: An Experience Report | Oct 21, 2024 | Information RetrievalRAG | CodeCode Available | 1 | 5 |
| CDF-RAG: Causal Dynamic Feedback for Adaptive Retrieval-Augmented Generation | Apr 17, 2025 | RAGRetrieval | CodeCode Available | 1 | 5 |
| Certifiably Robust RAG against Retrieval Corruption | May 24, 2024 | RAGRetrieval | CodeCode Available | 1 | 5 |
| MoRAG -- Multi-Fusion Retrieval Augmented Generation for Human Motion | Sep 18, 2024 | Motion GenerationRetrieval | CodeCode Available | 1 | 5 |
| DeepSolution: Boosting Complex Engineering Solution Design via Tree-based Exploration and Bi-point Thinking | Feb 28, 2025 | RAGRetrieval | CodeCode Available | 1 | 5 |
