| Evaluating RAG-Fusion with RAGElo: an Automated Elo-based Framework | Jun 20, 2024 | HallucinationQuestion Answering | CodeCode Available | 2 | 5 |
| Benchmarking Large Language Models in Retrieval-Augmented Generation | Sep 4, 2023 | Benchmarkingcounterfactual | CodeCode Available | 2 | 5 |
| Extract, Define, Canonicalize: An LLM-based Framework for Knowledge Graph Construction | Apr 5, 2024 | graph constructionOpen Information Extraction | CodeCode Available | 2 | 5 |
| LevelRAG: Enhancing Retrieval-Augmented Generation with Multi-hop Logic Planning over Rewriting Augmented Searchers | Feb 25, 2025 | Multi-hop Question AnsweringQuestion Answering | CodeCode Available | 2 | 5 |
| Understand What LLM Needs: Dual Preference Alignment for Retrieval-Augmented Generation | Jun 26, 2024 | HallucinationKnowledge Base Question Answering | CodeCode Available | 2 | 5 |
| Evaluation of Retrieval-Augmented Generation: A Survey | May 13, 2024 | Information RetrievalRAG | CodeCode Available | 2 | 5 |
| Measuring and Enhancing Trustworthiness of LLMs in RAG through Grounded Attributions and Learning to Refuse | Sep 17, 2024 | In-Context LearningRAG | CodeCode Available | 2 | 5 |
| FaithEval: Can Your Language Model Stay Faithful to Context, Even If "The Moon is Made of Marshmallows" | Sep 30, 2024 | counterfactualHallucination | CodeCode Available | 2 | 5 |
| Dynamic Parametric Retrieval Augmented Generation for Test-time Knowledge Enhancement | Mar 31, 2025 | HallucinationRAG | CodeCode Available | 2 | 5 |
| Retrieving Semantics from the Deep: an RAG Solution for Gesture Synthesis | Dec 9, 2024 | Gesture GenerationRAG | CodeCode Available | 2 | 5 |
| A Comprehensive Evaluation of GPT-4V on Knowledge-Intensive Visual Question Answering | Nov 13, 2023 | Decision MakingExplanation Generation | CodeCode Available | 1 | 5 |
| ImageRAG: Enhancing Ultra High Resolution Remote Sensing Imagery Analysis with ImageRAG | Nov 12, 2024 | RAGRetrieval | CodeCode Available | 1 | 5 |
| SafeAuto: Knowledge-Enhanced Safe Autonomous Driving with Multimodal Foundation Models | Feb 28, 2025 | AttributeAutonomous Driving | CodeCode Available | 1 | 5 |
| ERAGent: Enhancing Retrieval-Augmented Language Models with Improved Accuracy, Efficiency, and Personalization | May 6, 2024 | Question AnsweringRAG | CodeCode Available | 1 | 5 |
| Long Context vs. RAG for LLMs: An Evaluation and Revisits | Dec 27, 2024 | Question AnsweringRAG | CodeCode Available | 1 | 5 |
| Enhancing Retrieval and Managing Retrieval: A Four-Module Synergy for Improved Quality and Efficiency in RAG Systems | Jul 15, 2024 | In-Context LearningRAG | CodeCode Available | 1 | 5 |
| Enhancing Noise Robustness of Retrieval-Augmented Language Models with Adaptive Adversarial Training | May 31, 2024 | HallucinationMulti-Task Learning | CodeCode Available | 1 | 5 |
| LLM-Lasso: A Robust Framework for Domain-Informed Feature Selection and Regularization | Feb 15, 2025 | feature selectionRAG | CodeCode Available | 1 | 5 |
| Enhancing LLM Factual Accuracy with RAG to Counter Hallucinations: A Case Study on Domain-Specific Queries in Private Knowledge-Bases | Mar 15, 2024 | RAGRetrieval | CodeCode Available | 1 | 5 |
| LLMs Know What They Need: Leveraging a Missing Information Guided Framework to Empower Retrieval-Augmented Generation | Apr 22, 2024 | HallucinationRAG | CodeCode Available | 1 | 5 |
| Logic-RAG: Augmenting Large Multimodal Models with Visual-Spatial Knowledge for Road Scene Understanding | Mar 16, 2025 | Autonomous DrivingRAG | CodeCode Available | 1 | 5 |
| End-to-End Learning of Flowchart Grounded Task-Oriented Dialogs | Sep 15, 2021 | Flowchart Grounded Dialog Response GenerationRetrieval | CodeCode Available | 1 | 5 |
| Enhancing Speech-to-Speech Dialogue Modeling with End-to-End Retrieval-Augmented Generation | Apr 27, 2025 | RAGRetrieval | CodeCode Available | 1 | 5 |
| Long-Context Inference with Retrieval-Augmented Speculative Decoding | Feb 27, 2025 | Computational EfficiencyRAG | CodeCode Available | 1 | 5 |
| MacRAG: Compress, Slice, and Scale-up for Multi-Scale Adaptive Context RAG | May 10, 2025 | RAGRetrieval | CodeCode Available | 1 | 5 |
