| Enhancing Noise Robustness of Retrieval-Augmented Language Models with Adaptive Adversarial Training | May 31, 2024 | HallucinationMulti-Task Learning | CodeCode Available | 1 | 5 |
| Model Internals-based Answer Attribution for Trustworthy Retrieval-Augmented Generation | Jun 19, 2024 | Question AnsweringRAG | CodeCode Available | 1 | 5 |
| A Platform for the Biomedical Application of Large Language Models | May 10, 2023 | BenchmarkingPrivacy Preserving | CodeCode Available | 1 | 5 |
| ELITE: Embedding-Less retrieval with Iterative Text Exploration | May 17, 2025 | graph constructionRAG | CodeCode Available | 1 | 5 |
| MM-PoisonRAG: Disrupting Multimodal RAG with Local and Global Poisoning Attacks | Feb 25, 2025 | MisinformationQuestion Answering | 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 |
| Emotional RAG: Enhancing Role-Playing Agents through Emotional Retrieval | Oct 30, 2024 | RAGResponse Generation | CodeCode Available | 1 | 5 |
| MoRAG -- Multi-Fusion Retrieval Augmented Generation for Human Motion | Sep 18, 2024 | Motion GenerationRetrieval | CodeCode Available | 1 | 5 |
| Efficient Dynamic Clustering-Based Document Compression for Retrieval-Augmented-Generation | Apr 4, 2025 | ClusteringHallucination | 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 and Reproducible Biomedical Question Answering using Retrieval Augmented Generation | May 12, 2025 | Question AnsweringRAG | CodeCode Available | 1 | 5 |
| ECoRAG: Evidentiality-guided Compression for Long Context RAG | Jun 5, 2025 | Answer GenerationOpen-Domain Question Answering | CodeCode Available | 1 | 5 |
| An Information Bottleneck Perspective for Effective Noise Filtering on Retrieval-Augmented Generation | Jun 3, 2024 | Answer GenerationQuestion Answering | CodeCode Available | 1 | 5 |
| Effective and Transparent RAG: Adaptive-Reward Reinforcement Learning for Decision Traceability | May 19, 2025 | RAGReinforcement Learning (RL) | CodeCode Available | 1 | 5 |
| Dynamic Retrieval Augmented Generation of Ontologies using Artificial Intelligence (DRAGON-AI) | Dec 18, 2023 | RAGRetrieval | CodeCode Available | 1 | 5 |
| ECG Semantic Integrator (ESI): A Foundation ECG Model Pretrained with LLM-Enhanced Cardiological Text | May 26, 2024 | Arrhythmia DetectionRAG | 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 |
| MRAMG-Bench: A Comprehensive Benchmark for Advancing Multimodal Retrieval-Augmented Multimodal Generation | Feb 6, 2025 | Answer Generationmultimodal generation | CodeCode Available | 1 | 5 |
| DRAGged into Conflicts: Detecting and Addressing Conflicting Sources in Search-Augmented LLMs | Jun 10, 2025 | RAGRetrieval-augmented Generation | CodeCode Available | 1 | 5 |
| Dubo-SQL: Diverse Retrieval-Augmented Generation and Fine Tuning for Text-to-SQL | Apr 19, 2024 | RAGRetrieval | CodeCode Available | 1 | 5 |
| Do RAG Systems Cover What Matters? Evaluating and Optimizing Responses with Sub-Question Coverage | Oct 20, 2024 | Answer GenerationRAG | CodeCode Available | 1 | 5 |
| DomainRAG: A Chinese Benchmark for Evaluating Domain-specific Retrieval-Augmented Generation | Jun 9, 2024 | Common Sense ReasoningDenoising | CodeCode Available | 1 | 5 |
| Metacognitive Retrieval-Augmented Large Language Models | Feb 18, 2024 | Response GenerationRetrieval | CodeCode Available | 1 | 5 |
| MacRAG: Compress, Slice, and Scale-up for Multi-Scale Adaptive Context RAG | May 10, 2025 | RAGRetrieval | CodeCode Available | 1 | 5 |
| Docopilot: Improving Multimodal Models for Document-Level Understanding | Jan 1, 2025 | document understandingRAG | CodeCode Available | 1 | 5 |
