| Hybrid Reasoning for Perception, Explanation, and Autonomous Action in Manufacturing | Jun 10, 2025 | Retrieval-augmented GenerationVision-Language-Action | —Unverified | 0 |
| FaithfulRAG: Fact-Level Conflict Modeling for Context-Faithful Retrieval-Augmented Generation | Jun 10, 2025 | RAGRetrieval | CodeCode Available | 1 |
| CC-RAG: Structured Multi-Hop Reasoning via Theme-Based Causal Graphs | Jun 10, 2025 | Answer GenerationRAG | —Unverified | 0 |
| Knowledge Compression via Question Generation: Enhancing Multihop Document Retrieval without Fine-tuning | Jun 9, 2025 | ChunkingQuestion Generation | —Unverified | 0 |
| SlideCoder: Layout-aware RAG-enhanced Hierarchical Slide Generation from Design | Jun 9, 2025 | Code GenerationRAG | CodeCode Available | 1 |
| SceneRAG: Scene-level Retrieval-Augmented Generation for Video Understanding | Jun 9, 2025 | RAGRetrieval | —Unverified | 0 |
| LlamaRec-LKG-RAG: A Single-Pass, Learnable Knowledge Graph-RAG Framework for LLM-Based Ranking | Jun 9, 2025 | RAGRecommendation Systems | CodeCode Available | 0 |
| Hierarchical Lexical Graph for Enhanced Multi-Hop Retrieval | Jun 9, 2025 | Dataset GenerationRAG | CodeCode Available | 3 |
| LEANN: A Low-Storage Vector Index | Jun 9, 2025 | Question AnsweringRAG | —Unverified | 0 |
| Eliciting Fine-Tuned Transformer Capabilities via Inference-Time Techniques | Jun 9, 2025 | In-Context LearningRetrieval-augmented Generation | —Unverified | 0 |
| BioMol-MQA: A Multi-Modal Question Answering Dataset For LLM Reasoning Over Bio-Molecular Interactions | Jun 6, 2025 | Information RetrievalQuestion Answering | —Unverified | 0 |
| Joint-GCG: Unified Gradient-Based Poisoning Attacks on Retrieval-Augmented Generation Systems | Jun 6, 2025 | RAGRetrieval | CodeCode Available | 1 |
| When to use Graphs in RAG: A Comprehensive Analysis for Graph Retrieval-Augmented Generation | Jun 6, 2025 | RAGRetrieval | CodeCode Available | 3 |
| Dynamic Context Tuning for Retrieval-Augmented Generation: Enhancing Multi-Turn Planning and Tool Adaptation | Jun 5, 2025 | RAGRetrieval | —Unverified | 0 |
| Knowledgeable-r1: Policy Optimization for Knowledge Exploration in Retrieval-Augmented Generation | Jun 5, 2025 | counterfactualRAG | CodeCode Available | 0 |
| Micro-Act: Mitigate Knowledge Conflict in Question Answering via Actionable Self-Reasoning | Jun 5, 2025 | Question AnsweringRAG | CodeCode Available | 0 |
| ECoRAG: Evidentiality-guided Compression for Long Context RAG | Jun 5, 2025 | Answer GenerationOpen-Domain Question Answering | CodeCode Available | 1 |
| Mathematical Reasoning for Unmanned Aerial Vehicles: A RAG-Based Approach for Complex Arithmetic Reasoning | Jun 5, 2025 | Arithmetic ReasoningMath | CodeCode Available | 0 |
| From Standalone LLMs to Integrated Intelligence: A Survey of Compound Al Systems | Jun 5, 2025 | BenchmarkingRAG | —Unverified | 0 |
| On Automating Security Policies with Contemporary LLMs | Jun 5, 2025 | In-Context LearningRAG | —Unverified | 0 |
| GEM: Empowering LLM for both Embedding Generation and Language Understanding | Jun 4, 2025 | DecoderLarge Language Model | —Unverified | 0 |
| Matter-of-Fact: A Benchmark for Verifying the Feasibility of Literature-Supported Claims in Materials Science | Jun 4, 2025 | ArticlesCode Generation | CodeCode Available | 0 |
| Graph Counselor: Adaptive Graph Exploration via Multi-Agent Synergy to Enhance LLM Reasoning | Jun 4, 2025 | Retrieval-augmented Generation | CodeCode Available | 1 |
| Through the Stealth Lens: Rethinking Attacks and Defenses in RAG | Jun 4, 2025 | RAGRetrieval-augmented Generation | CodeCode Available | 0 |
| Magic Mushroom: A Customizable Benchmark for Fine-grained Analysis of Retrieval Noise Erosion in RAG Systems | Jun 4, 2025 | DenoisingHallucination | —Unverified | 0 |