| Text2SQL is Not Enough: Unifying AI and Databases with TAG | Aug 27, 2024 | RAGRetrieval-augmented Generation | CodeCode Available | 4 |
| Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation | Aug 8, 2024 | ChunkingFact Checking | CodeCode Available | 4 |
| Improving Retrieval-Augmented Generation in Medicine with Iterative Follow-up Questions | Aug 1, 2024 | Medical Question AnsweringMedQA | CodeCode Available | 4 |
| Internet of Agents: Weaving a Web of Heterogeneous Agents for Collaborative Intelligence | Jul 9, 2024 | Retrieval-augmented Generation | CodeCode Available | 4 |
| COS-Mix: Cosine Similarity and Distance Fusion for Improved Information Retrieval | Jun 2, 2024 | Information RetrievalRAG | CodeCode Available | 4 |
| Symbolic Prompt Program Search: A Structure-Aware Approach to Efficient Compile-Time Prompt Optimization | Apr 2, 2024 | RAGRetrieval | CodeCode Available | 4 |
| Benchmarking Retrieval-Augmented Generation for Medicine | Feb 20, 2024 | BenchmarkingInformation Retrieval | CodeCode Available | 4 |
| FinBen: A Holistic Financial Benchmark for Large Language Models | Feb 20, 2024 | Question AnsweringRAG | CodeCode Available | 4 |
| Generative Representational Instruction Tuning | Feb 15, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 4 |
| G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question Answering | Feb 12, 2024 | Common Sense ReasoningGraph Classification | CodeCode Available | 4 |
| Retrieval-Augmented Generation for Large Language Models: A Survey | Dec 18, 2023 | HallucinationRAG | CodeCode Available | 4 |
| Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection | Oct 17, 2023 | Fact VerificationQuestion Answering | CodeCode Available | 4 |
| Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks | May 22, 2020 | Fact VerificationQuestion Answering | CodeCode Available | 4 |
| MMSearch-R1: Incentivizing LMMs to Search | Jun 25, 2025 | RAGRetrieval-augmented Generation | CodeCode Available | 3 |
| FlexRAG: A Flexible and Comprehensive Framework for Retrieval-Augmented Generation | Jun 14, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 3 |
| Hierarchical Lexical Graph for Enhanced Multi-Hop Retrieval | Jun 9, 2025 | Dataset GenerationRAG | CodeCode Available | 3 |
| When to use Graphs in RAG: A Comprehensive Analysis for Graph Retrieval-Augmented Generation | Jun 6, 2025 | RAGRetrieval | CodeCode Available | 3 |
| A Smart Multimodal Healthcare Copilot with Powerful LLM Reasoning | Jun 3, 2025 | Decision MakingDiagnostic | CodeCode Available | 3 |
| syftr: Pareto-Optimal Generative AI | May 26, 2025 | Bayesian OptimizationRAG | CodeCode Available | 3 |
| Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models | May 5, 2025 | Policy Gradient MethodsRAG | CodeCode Available | 3 |
| Ai2 Scholar QA: Organized Literature Synthesis with Attribution | Apr 15, 2025 | Question AnsweringRetrieval | CodeCode Available | 3 |
| RAKG:Document-level Retrieval Augmented Knowledge Graph Construction | Apr 14, 2025 | coreference-resolutionCoreference Resolution | CodeCode Available | 3 |
| Beyond Quacking: Deep Integration of Language Models and RAG into DuckDB | Apr 1, 2025 | Decision MakingRAG | CodeCode Available | 3 |
| HyperGraphRAG: Retrieval-Augmented Generation with Hypergraph-Structured Knowledge Representation | Mar 27, 2025 | RAGRetrieval | CodeCode Available | 3 |
| Retrieval Augmented Generation and Understanding in Vision: A Survey and New Outlook | Mar 23, 2025 | 3D GenerationMedical Report Generation | CodeCode Available | 3 |
