| Evaluating Very Long-Term Conversational Memory of LLM Agents | Feb 27, 2024 | AvgDialogue Generation | CodeCode Available | 1 | 5 |
| Evaluating Retrieval Quality in Retrieval-Augmented Generation | Apr 21, 2024 | GPULanguage Modeling | CodeCode Available | 1 | 5 |
| ImageRAG: Enhancing Ultra High Resolution Remote Sensing Imagery Analysis with ImageRAG | Nov 12, 2024 | RAGRetrieval | 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 |
| 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 |
| An Information Bottleneck Perspective for Effective Noise Filtering on Retrieval-Augmented Generation | Jun 3, 2024 | Answer GenerationQuestion Answering | 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 |
| Enhancing Noise Robustness of Retrieval-Augmented Language Models with Adaptive Adversarial Training | May 31, 2024 | HallucinationMulti-Task Learning | CodeCode Available | 1 | 5 |
| One Token Can Help! Learning Scalable and Pluggable Virtual Tokens for Retrieval-Augmented Large Language Models | May 30, 2024 | Question AnsweringRAG | CodeCode Available | 1 | 5 |
| Optimizing Retrieval Strategies for Financial Question Answering Documents in Retrieval-Augmented Generation Systems | Mar 19, 2025 | Question AnsweringRAG | CodeCode Available | 1 | 5 |
| Neuro-Symbolic Query Compiler | May 17, 2025 | RAGResponse Generation | CodeCode Available | 1 | 5 |
| Neural Exec: Learning (and Learning from) Execution Triggers for Prompt Injection Attacks | Mar 6, 2024 | RAGRetrieval | CodeCode Available | 1 | 5 |
| NeuSym-RAG: Hybrid Neural Symbolic Retrieval with Multiview Structuring for PDF Question Answering | May 26, 2025 | ChunkingLarge Language Model | 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 |
| 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 |
| "Knowing When You Don't Know": A Multilingual Relevance Assessment Dataset for Robust Retrieval-Augmented Generation | Dec 18, 2023 | HallucinationLanguage Modelling | CodeCode Available | 1 | 5 |
| MRD-RAG: Enhancing Medical Diagnosis with Multi-Round Retrieval-Augmented Generation | Apr 10, 2025 | DiagnosticMedical Diagnosis | CodeCode Available | 1 | 5 |
| Efficient and Reproducible Biomedical Question Answering using Retrieval Augmented Generation | May 12, 2025 | Question AnsweringRAG | 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 |
| BiomedRAG: A Retrieval Augmented Large Language Model for Biomedicine | May 1, 2024 | Language ModelingLanguage Modelling | 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 |
| End-to-End Learning of Flowchart Grounded Task-Oriented Dialogs | Sep 15, 2021 | Flowchart Grounded Dialog Response GenerationRetrieval | CodeCode Available | 1 | 5 |
| Not All Contexts Are Equal: Teaching LLMs Credibility-aware Generation | Apr 10, 2024 | AllRAG | 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 |
| MM-PoisonRAG: Disrupting Multimodal RAG with Local and Global Poisoning Attacks | Feb 25, 2025 | MisinformationQuestion Answering | CodeCode Available | 1 | 5 |
| Dynamic Retrieval Augmented Generation of Ontologies using Artificial Intelligence (DRAGON-AI) | Dec 18, 2023 | RAGRetrieval | CodeCode Available | 1 | 5 |
| mmRAG: A Modular Benchmark for Retrieval-Augmented Generation over Text, Tables, and Knowledge Graphs | May 16, 2025 | Information RetrievalKnowledge Graphs | 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 |
| MIRAGE-Bench: Automatic Multilingual Benchmark Arena for Retrieval-Augmented Generation Systems | Oct 17, 2024 | Answer GenerationLanguage Modeling | CodeCode Available | 1 | 5 |
| Do LLMs Recognize Your Preferences? Evaluating Personalized Preference Following in LLMs | Feb 13, 2025 | BenchmarkingRetrieval | 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 |
| Do RAG Systems Cover What Matters? Evaluating and Optimizing Responses with Sub-Question Coverage | Oct 20, 2024 | Answer GenerationRAG | CodeCode Available | 1 | 5 |
| Metacognitive Retrieval-Augmented Large Language Models | Feb 18, 2024 | Response GenerationRetrieval | CodeCode Available | 1 | 5 |
| Docopilot: Improving Multimodal Models for Document-Level Understanding | Jan 1, 2025 | document understandingRAG | CodeCode Available | 1 | 5 |
| ECoRAG: Evidentiality-guided Compression for Long Context RAG | Jun 5, 2025 | Answer GenerationOpen-Domain Question 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 |
| MetaGen Blended RAG: Higher Accuracy for Domain-Specific Q&A Without Fine-Tuning | May 23, 2025 | Few-Shot LearningQuestion Answering | CodeCode Available | 1 | 5 |
| Model Internals-based Answer Attribution for Trustworthy Retrieval-Augmented Generation | Jun 19, 2024 | Question AnsweringRAG | CodeCode Available | 1 | 5 |
| Block-Attention for Efficient RAG | Sep 14, 2024 | RAGRetrieval-augmented Generation | 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 |
| NUDGE: Lightweight Non-Parametric Fine-Tuning of Embeddings for Retrieval | Sep 4, 2024 | Image RetrievalRAG | CodeCode Available | 1 | 5 |
| ORAN-Bench-13K: An Open Source Benchmark for Assessing LLMs in Open Radio Access Networks | Jul 8, 2024 | Anomaly DetectionCode Generation | CodeCode Available | 1 | 5 |
| MacRAG: Compress, Slice, and Scale-up for Multi-Scale Adaptive Context RAG | May 10, 2025 | RAGRetrieval | CodeCode Available | 1 | 5 |
| Long Context vs. RAG for LLMs: An Evaluation and Revisits | Dec 27, 2024 | Question AnsweringRAG | CodeCode Available | 1 | 5 |
| ELITE: Embedding-Less retrieval with Iterative Text Exploration | May 17, 2025 | graph constructionRAG | 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 |
| Emotional RAG: Enhancing Role-Playing Agents through Emotional Retrieval | Oct 30, 2024 | RAGResponse Generation | CodeCode Available | 1 | 5 |
| MBA-RAG: a Bandit Approach for Adaptive Retrieval-Augmented Generation through Question Complexity | Dec 2, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
