| Visualized Text-to-Image Retrieval | May 26, 2025 | Image RetrievalQuestion Answering | CodeCode Available | 1 |
| KnowTrace: Bootstrapping Iterative Retrieval-Augmented Generation with Structured Knowledge Tracing | May 26, 2025 | Knowledge TracingMulti-hop Question Answering | CodeCode Available | 1 |
| NeuSym-RAG: Hybrid Neural Symbolic Retrieval with Multiview Structuring for PDF Question Answering | May 26, 2025 | ChunkingLarge Language Model | CodeCode Available | 1 |
| POQD: Performance-Oriented Query Decomposer for Multi-vector retrieval | May 25, 2025 | Information RetrievalRAG | CodeCode Available | 1 |
| Removal of Hallucination on Hallucination: Debate-Augmented RAG | May 24, 2025 | HallucinationRAG | CodeCode Available | 1 |
| GainRAG: Preference Alignment in Retrieval-Augmented Generation through Gain Signal Synthesis | May 24, 2025 | RAGRetrieval | CodeCode Available | 1 |
| MetaGen Blended RAG: Higher Accuracy for Domain-Specific Q&A Without Fine-Tuning | May 23, 2025 | Few-Shot LearningQuestion Answering | CodeCode Available | 1 |
| Benchmarking Retrieval-Augmented Multimomal Generation for Document Question Answering | May 22, 2025 | BenchmarkingEvidence Selection | CodeCode Available | 1 |
| Deliberation on Priors: Trustworthy Reasoning of Large Language Models on Knowledge Graphs | May 21, 2025 | Knowledge DistillationKnowledge Graphs | CodeCode Available | 1 |
| Silent Leaks: Implicit Knowledge Extraction Attack on RAG Systems through Benign Queries | May 21, 2025 | RAGRetrieval-augmented Generation | CodeCode Available | 1 |
| Process vs. Outcome Reward: Which is Better for Agentic RAG Reinforcement Learning | May 20, 2025 | Answer GenerationRAG | CodeCode Available | 1 |
| Know Or Not: a library for evaluating out-of-knowledge base robustness | May 19, 2025 | HallucinationRAG | CodeCode Available | 1 |
| Effective and Transparent RAG: Adaptive-Reward Reinforcement Learning for Decision Traceability | May 19, 2025 | RAGReinforcement Learning (RL) | CodeCode Available | 1 |
| Neuro-Symbolic Query Compiler | May 17, 2025 | RAGResponse Generation | CodeCode Available | 1 |
| ELITE: Embedding-Less retrieval with Iterative Text Exploration | May 17, 2025 | graph constructionRAG | CodeCode Available | 1 |
| Finetune-RAG: Fine-Tuning Language Models to Resist Hallucination in Retrieval-Augmented Generation | May 16, 2025 | HallucinationRAG | CodeCode Available | 1 |
| mmRAG: A Modular Benchmark for Retrieval-Augmented Generation over Text, Tables, and Knowledge Graphs | May 16, 2025 | Information RetrievalKnowledge Graphs | CodeCode Available | 1 |
| Hierarchical Document Refinement for Long-context Retrieval-augmented Generation | May 15, 2025 | Multi-Task LearningRAG | CodeCode Available | 1 |
| Chronocept: Instilling a Sense of Time in Machines | May 12, 2025 | Fact CheckingRAG | CodeCode Available | 1 |
| Efficient and Reproducible Biomedical Question Answering using Retrieval Augmented Generation | May 12, 2025 | Question AnsweringRAG | CodeCode Available | 1 |
| MacRAG: Compress, Slice, and Scale-up for Multi-Scale Adaptive Context RAG | May 10, 2025 | RAGRetrieval | CodeCode Available | 1 |
| KG-HTC: Integrating Knowledge Graphs into LLMs for Effective Zero-shot Hierarchical Text Classification | May 8, 2025 | Knowledge GraphsRAG | CodeCode Available | 1 |
| Knowing You Don't Know: Learning When to Continue Search in Multi-round RAG through Self-Practicing | May 5, 2025 | In-Context Reinforcement LearningRAG | 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 |
| Enhancing Speech-to-Speech Dialogue Modeling with End-to-End Retrieval-Augmented Generation | Apr 27, 2025 | RAGRetrieval | CodeCode Available | 1 |
