| Evidentiality-guided Generation for Knowledge-Intensive NLP Tasks | Dec 16, 2021 | AttributeFact Verification | CodeCode Available | 1 | 5 |
| Metacognitive Retrieval-Augmented Large Language Models | Feb 18, 2024 | Response GenerationRetrieval | CodeCode Available | 1 | 5 |
| MRAMG-Bench: A Comprehensive Benchmark for Advancing Multimodal Retrieval-Augmented Multimodal Generation | Feb 6, 2025 | Answer Generationmultimodal generation | CodeCode Available | 1 | 5 |
| AtomR: Atomic Operator-Empowered Large Language Models for Heterogeneous Knowledge Reasoning | Nov 25, 2024 | HallucinationQuestion Answering | 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 |
| DebateQA: Evaluating Question Answering on Debatable Knowledge | Aug 2, 2024 | DiversityQuestion Answering | CodeCode Available | 1 | 5 |
| AssistRAG: Boosting the Potential of Large Language Models with an Intelligent Information Assistant | Nov 11, 2024 | Decision MakingHallucination | CodeCode Available | 1 | 5 |
| ImageRAG: Enhancing Ultra High Resolution Remote Sensing Imagery Analysis with ImageRAG | Nov 12, 2024 | RAGRetrieval | CodeCode Available | 1 | 5 |
| EXIT: Context-Aware Extractive Compression for Enhancing Retrieval-Augmented Generation | Dec 17, 2024 | Question AnsweringRAG | CodeCode Available | 1 | 5 |
| MetaGen Blended RAG: Higher Accuracy for Domain-Specific Q&A Without Fine-Tuning | May 23, 2025 | Few-Shot LearningQuestion Answering | 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 |
| 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 |
| End-to-End Learning of Flowchart Grounded Task-Oriented Dialogs | Sep 15, 2021 | Flowchart Grounded Dialog Response GenerationRetrieval | 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 |
| Multi-Meta-RAG: Improving RAG for Multi-Hop Queries using Database Filtering with LLM-Extracted Metadata | Jun 19, 2024 | RAGRetrieval | CodeCode Available | 1 | 5 |
| ELITE: Embedding-Less retrieval with Iterative Text Exploration | May 17, 2025 | graph constructionRAG | CodeCode Available | 1 | 5 |
| Long Context vs. RAG for LLMs: An Evaluation and Revisits | Dec 27, 2024 | Question AnsweringRAG | CodeCode Available | 1 | 5 |
| Efficient fine-tuning methodology of text embedding models for information retrieval: contrastive learning penalty (clp) | Dec 23, 2024 | Contrastive LearningInformation Retrieval | CodeCode Available | 1 | 5 |
| Efficient Dynamic Clustering-Based Document Compression for Retrieval-Augmented-Generation | Apr 4, 2025 | ClusteringHallucination | CodeCode Available | 1 | 5 |
| Emotional RAG: Enhancing Role-Playing Agents through Emotional Retrieval | Oct 30, 2024 | RAGResponse Generation | 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 |
| LLM-Lasso: A Robust Framework for Domain-Informed Feature Selection and Regularization | Feb 15, 2025 | feature selectionRAG | CodeCode Available | 1 | 5 |
| ECoRAG: Evidentiality-guided Compression for Long Context RAG | Jun 5, 2025 | Answer GenerationOpen-Domain Question Answering | CodeCode Available | 1 | 5 |
