| Knowledge Graph-based Retrieval-Augmented Generation for Schema Matching | Jan 15, 2025 | HallucinationKnowledge Graphs | CodeCode Available | 1 | 5 |
| PAKTON: A Multi-Agent Framework for Question Answering in Long Legal Agreements | May 31, 2025 | Privacy PreservingQuestion Answering | CodeCode Available | 1 | 5 |
| Pneuma: Leveraging LLMs for Tabular Data Representation and Retrieval in an End-to-End System | Apr 12, 2025 | Information RetrievalRAG | 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 |
| Knowledge graph enhanced retrieval-augmented generation for failure mode and effects analysis | Jun 26, 2024 | Language ModelingLanguage Modelling | 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 |
| Not All Contexts Are Equal: Teaching LLMs Credibility-aware Generation | Apr 10, 2024 | AllRAG | CodeCode Available | 1 | 5 |
| Deliberation on Priors: Trustworthy Reasoning of Large Language Models on Knowledge Graphs | May 21, 2025 | Knowledge DistillationKnowledge Graphs | CodeCode Available | 1 | 5 |
| Neural Exec: Learning (and Learning from) Execution Triggers for Prompt Injection Attacks | Mar 6, 2024 | RAGRetrieval | CodeCode Available | 1 | 5 |
| Studying Large Language Model Behaviors Under Context-Memory Conflicts With Real Documents | Apr 24, 2024 | Language ModelingLanguage Modelling | 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 |
| DeepSolution: Boosting Complex Engineering Solution Design via Tree-based Exploration and Bi-point Thinking | Feb 28, 2025 | RAGRetrieval | CodeCode Available | 1 | 5 |
| Neuro-Symbolic Query Compiler | May 17, 2025 | RAGResponse Generation | CodeCode Available | 1 | 5 |
| NUDGE: Lightweight Non-Parametric Fine-Tuning of Embeddings for Retrieval | Sep 4, 2024 | Image RetrievalRAG | CodeCode Available | 1 | 5 |
| Retrieval-Augmented Generation for Code Summarization via Hybrid GNN | Jun 9, 2020 | Code SummarizationRetrieval | CodeCode Available | 1 | 5 |
| MRD-RAG: Enhancing Medical Diagnosis with Multi-Round Retrieval-Augmented Generation | Apr 10, 2025 | DiagnosticMedical Diagnosis | 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 |
| LibreLog: Accurate and Efficient Unsupervised Log Parsing Using Open-Source Large Language Models | Aug 2, 2024 | In-Context LearningLog Parsing | 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 |
| MM-PoisonRAG: Disrupting Multimodal RAG with Local and Global Poisoning Attacks | Feb 25, 2025 | MisinformationQuestion Answering | 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 |
| Controllable Context Sensitivity and the Knob Behind It | Nov 11, 2024 | Question AnsweringRetrieval-augmented Generation | CodeCode Available | 1 | 5 |
| GPIoT: Tailoring Small Language Models for IoT Program Synthesis and Development | Mar 2, 2025 | Code GenerationProgram Synthesis | CodeCode Available | 1 | 5 |
| Model Internals-based Answer Attribution for Trustworthy Retrieval-Augmented Generation | Jun 19, 2024 | Question AnsweringRAG | CodeCode Available | 1 | 5 |
| Constructing and Evaluating Declarative RAG Pipelines in PyTerrier | Jun 12, 2025 | Natural QuestionsRAG | CodeCode Available | 1 | 5 |
