| Efficient Dynamic Clustering-Based Document Compression for Retrieval-Augmented-Generation | Apr 4, 2025 | ClusteringHallucination | CodeCode Available | 1 |
| Efficient and Reproducible Biomedical Question Answering using Retrieval Augmented Generation | May 12, 2025 | Question AnsweringRAG | 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 |
| Emotional RAG: Enhancing Role-Playing Agents through Emotional Retrieval | Oct 30, 2024 | RAGResponse Generation | 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 |
| Context-aware Decoding Reduces Hallucination in Query-focused Summarization | Dec 21, 2023 | HallucinationLanguage Modelling | CodeCode Available | 1 |
| CompAct: Compressing Retrieved Documents Actively for Question Answering | Jul 12, 2024 | Multi-hop Question AnsweringQuestion Answering | CodeCode Available | 1 |
| GPIoT: Tailoring Small Language Models for IoT Program Synthesis and Development | Mar 2, 2025 | Code GenerationProgram Synthesis | CodeCode Available | 1 |
| Effective and Transparent RAG: Adaptive-Reward Reinforcement Learning for Decision Traceability | May 19, 2025 | RAGReinforcement Learning (RL) | CodeCode Available | 1 |
| DRAGged into Conflicts: Detecting and Addressing Conflicting Sources in Search-Augmented LLMs | Jun 10, 2025 | RAGRetrieval-augmented Generation | CodeCode Available | 1 |
| Dubo-SQL: Diverse Retrieval-Augmented Generation and Fine Tuning for Text-to-SQL | Apr 19, 2024 | RAGRetrieval | CodeCode Available | 1 |
| DomainRAG: A Chinese Benchmark for Evaluating Domain-specific Retrieval-Augmented Generation | Jun 9, 2024 | Common Sense ReasoningDenoising | 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 |
| Docopilot: Improving Multimodal Models for Document-Level Understanding | Jan 1, 2025 | document understandingRAG | CodeCode Available | 1 |
| Towards Fair RAG: On the Impact of Fair Ranking in Retrieval-Augmented Generation | Sep 17, 2024 | FairnessRAG | CodeCode Available | 1 |
| Developing Retrieval Augmented Generation (RAG) based LLM Systems from PDFs: An Experience Report | Oct 21, 2024 | Information RetrievalRAG | CodeCode Available | 1 |
| Context Awareness Gate For Retrieval Augmented Generation | Nov 25, 2024 | Open-Domain Question AnsweringQuestion Answering | CodeCode Available | 1 |
| Do LLMs Recognize Your Preferences? Evaluating Personalized Preference Following in LLMs | Feb 13, 2025 | BenchmarkingRetrieval | CodeCode Available | 1 |
| TreeHop: Generate and Filter Next Query Embeddings Efficiently for Multi-hop Question Answering | Apr 28, 2025 | Multi-hop Question AnsweringQuestion Answering | CodeCode Available | 1 |
| Dynamic Retrieval Augmented Generation of Ontologies using Artificial Intelligence (DRAGON-AI) | Dec 18, 2023 | 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 |
| Federated Recommendation via Hybrid Retrieval Augmented Generation | Mar 7, 2024 | HallucinationPrivacy Preserving | CodeCode Available | 1 |
| Knowing When to Ask -- Bridging Large Language Models and Data | Sep 10, 2024 | Natural Language QueriesRAG | —Unverified | 0 |
| DeepRAG: Thinking to Retrieval Step by Step for Large Language Models | Feb 3, 2025 | RAGRetrieval | —Unverified | 0 |
