| Improving Medical Reasoning through Retrieval and Self-Reflection with Retrieval-Augmented Large Language Models | Jan 27, 2024 | Medical Question AnsweringMultiple-choice | CodeCode Available | 2 |
| The Power of Noise: Redefining Retrieval for RAG Systems | Jan 26, 2024 | Information RetrievalRAG | CodeCode Available | 2 |
| RAGTruth: A Hallucination Corpus for Developing Trustworthy Retrieval-Augmented Language Models | Dec 31, 2023 | HallucinationRAG | CodeCode Available | 2 |
| Biomedical knowledge graph-optimized prompt generation for large language models | Nov 29, 2023 | BenchmarkingKnowledge Graphs | CodeCode Available | 2 |
| ARES: An Automated Evaluation Framework for Retrieval-Augmented Generation Systems | Nov 16, 2023 | RAGRetrieval | CodeCode Available | 2 |
| Learning to Filter Context for Retrieval-Augmented Generation | Nov 14, 2023 | Extractive Question-AnsweringFact Verification | CodeCode Available | 2 |
| DISC-FinLLM: A Chinese Financial Large Language Model based on Multiple Experts Fine-tuning | Oct 23, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Benchmarking Large Language Models in Retrieval-Augmented Generation | Sep 4, 2023 | Benchmarkingcounterfactual | CodeCode Available | 2 |
| Active Retrieval Augmented Generation | May 11, 2023 | RetrievalRetrieval-augmented Generation | CodeCode Available | 2 |
| Huatuo-26M, a Large-scale Chinese Medical QA Dataset | May 2, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Graph World Model | Jul 14, 2025 | Graph Learningmodel | CodeCode Available | 1 |
| RMIT-ADM+S at the SIGIR 2025 LiveRAG Challenge | Jun 17, 2025 | Answer GenerationLanguage Modeling | CodeCode Available | 1 |
| SimpleDoc: Multi-Modal Document Understanding with Dual-Cue Page Retrieval and Iterative Refinement | Jun 16, 2025 | document understandingQuestion Answering | CodeCode Available | 1 |
| Constructing and Evaluating Declarative RAG Pipelines in PyTerrier | Jun 12, 2025 | Natural QuestionsRAG | CodeCode Available | 1 |
| DRAGged into Conflicts: Detecting and Addressing Conflicting Sources in Search-Augmented LLMs | Jun 10, 2025 | RAGRetrieval-augmented Generation | CodeCode Available | 1 |
| FaithfulRAG: Fact-Level Conflict Modeling for Context-Faithful Retrieval-Augmented Generation | Jun 10, 2025 | RAGRetrieval | CodeCode Available | 1 |
| SlideCoder: Layout-aware RAG-enhanced Hierarchical Slide Generation from Design | Jun 9, 2025 | Code GenerationRAG | CodeCode Available | 1 |
| Joint-GCG: Unified Gradient-Based Poisoning Attacks on Retrieval-Augmented Generation Systems | Jun 6, 2025 | RAGRetrieval | CodeCode Available | 1 |
| ECoRAG: Evidentiality-guided Compression for Long Context RAG | Jun 5, 2025 | Answer GenerationOpen-Domain Question Answering | CodeCode Available | 1 |
| Graph Counselor: Adaptive Graph Exploration via Multi-Agent Synergy to Enhance LLM Reasoning | Jun 4, 2025 | Retrieval-augmented Generation | CodeCode Available | 1 |
| ThinkTank: A Framework for Generalizing Domain-Specific AI Agent Systems into Universal Collaborative Intelligence Platforms | Jun 3, 2025 | AI AgentRetrieval-augmented Generation | CodeCode Available | 1 |
| PAKTON: A Multi-Agent Framework for Question Answering in Long Legal Agreements | May 31, 2025 | Privacy PreservingQuestion Answering | CodeCode Available | 1 |
| Sentinel: Attention Probing of Proxy Models for LLM Context Compression with an Understanding Perspective | May 29, 2025 | DecoderRAG | CodeCode Available | 1 |
| KnowTrace: Bootstrapping Iterative Retrieval-Augmented Generation with Structured Knowledge Tracing | May 26, 2025 | Knowledge TracingMulti-hop Question Answering | CodeCode Available | 1 |
| R3-RAG: Learning Step-by-Step Reasoning and Retrieval for LLMs via Reinforcement Learning | May 26, 2025 | HallucinationRAG | CodeCode Available | 1 |
