| Retrieval-Augmented Generation with Conflicting Evidence | Apr 17, 2025 | Large Language ModelMisinformation | CodeCode Available | 1 |
| ERAGent: Enhancing Retrieval-Augmented Language Models with Improved Accuracy, Efficiency, and Personalization | May 6, 2024 | Question AnsweringRAG | CodeCode Available | 1 |
| ImageRAG: Enhancing Ultra High Resolution Remote Sensing Imagery Analysis with ImageRAG | Nov 12, 2024 | RAGRetrieval | CodeCode Available | 1 |
| VulScribeR: Exploring RAG-based Vulnerability Augmentation with LLMs | Aug 7, 2024 | Code GenerationData Augmentation | CodeCode Available | 1 |
| Enhancing Noise Robustness of Retrieval-Augmented Language Models with Adaptive Adversarial Training | May 31, 2024 | HallucinationMulti-Task Learning | CodeCode Available | 1 |
| 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 |
| 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 |
| Revolutionizing Database Q&A with Large Language Models: Comprehensive Benchmark and Evaluation | Sep 5, 2024 | FairnessRAG | CodeCode Available | 1 |
| CLERC: A Dataset for Legal Case Retrieval and Retrieval-Augmented Analysis Generation | Jun 24, 2024 | Information RetrievalRAG | CodeCode Available | 1 |
| RMIT-ADM+S at the SIGIR 2025 LiveRAG Challenge | Jun 17, 2025 | Answer GenerationLanguage Modeling | CodeCode Available | 1 |
| RNNs are not Transformers (Yet): The Key Bottleneck on In-context Retrieval | Feb 28, 2024 | RAGRetrieval | CodeCode Available | 1 |
| End-to-End Learning of Flowchart Grounded Task-Oriented Dialogs | Sep 15, 2021 | Flowchart Grounded Dialog Response GenerationRetrieval | CodeCode Available | 1 |
| Retrieval-Augmented Generation for Code Summarization via Hybrid GNN | Jun 9, 2020 | Code SummarizationRetrieval | CodeCode Available | 1 |
| ELITE: Embedding-Less retrieval with Iterative Text Exploration | May 17, 2025 | graph constructionRAG | CodeCode Available | 1 |
| Emotional RAG: Enhancing Role-Playing Agents through Emotional Retrieval | Oct 30, 2024 | RAGResponse Generation | CodeCode Available | 1 |
| Efficient fine-tuning methodology of text embedding models for information retrieval: contrastive learning penalty (clp) | Dec 23, 2024 | Contrastive LearningInformation Retrieval | CodeCode Available | 1 |
| LibreLog: Accurate and Efficient Unsupervised Log Parsing Using Open-Source Large Language Models | Aug 2, 2024 | In-Context LearningLog Parsing | CodeCode Available | 1 |
| Enhancing Speech-to-Speech Dialogue Modeling with End-to-End Retrieval-Augmented Generation | Apr 27, 2025 | RAGRetrieval | CodeCode Available | 1 |
| ECG Semantic Integrator (ESI): A Foundation ECG Model Pretrained with LLM-Enhanced Cardiological Text | May 26, 2024 | Arrhythmia DetectionRAG | CodeCode Available | 1 |
| ECoRAG: Evidentiality-guided Compression for Long Context RAG | Jun 5, 2025 | Answer GenerationOpen-Domain Question Answering | CodeCode Available | 1 |
| CoFE-RAG: A Comprehensive Full-chain Evaluation Framework for Retrieval-Augmented Generation with Enhanced Data Diversity | Oct 16, 2024 | ChunkingDiversity | CodeCode Available | 1 |
| Dubo-SQL: Diverse Retrieval-Augmented Generation and Fine Tuning for Text-to-SQL | Apr 19, 2024 | RAGRetrieval | CodeCode Available | 1 |
| Dynamic Retrieval Augmented Generation of Ontologies using Artificial Intelligence (DRAGON-AI) | Dec 18, 2023 | RAGRetrieval | CodeCode Available | 1 |
| Effective and Transparent RAG: Adaptive-Reward Reinforcement Learning for Decision Traceability | May 19, 2025 | RAGReinforcement Learning (RL) | CodeCode Available | 1 |
| Do RAG Systems Cover What Matters? Evaluating and Optimizing Responses with Sub-Question Coverage | Oct 20, 2024 | Answer GenerationRAG | CodeCode Available | 1 |
