| Removal of Hallucination on Hallucination: Debate-Augmented RAG | May 24, 2025 | HallucinationRAG | CodeCode Available | 1 |
| FinRAGBench-V: A Benchmark for Multimodal RAG with Visual Citation in the Financial Domain | May 23, 2025 | Question AnsweringRAG | —Unverified | 0 |
| Resolving Conflicting Evidence in Automated Fact-Checking: A Study on Retrieval-Augmented LLMs | May 23, 2025 | Fact CheckingRAG | CodeCode Available | 0 |
| Retrieval Augmented Generation-based Large Language Models for Bridging Transportation Cybersecurity Legal Knowledge Gaps | May 23, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| MetaGen Blended RAG: Higher Accuracy for Domain-Specific Q&A Without Fine-Tuning | May 23, 2025 | Few-Shot LearningQuestion Answering | CodeCode Available | 1 |
| Hard Negative Mining for Domain-Specific Retrieval in Enterprise Systems | May 23, 2025 | Computational EfficiencyDimensionality Reduction | —Unverified | 0 |
| Search Wisely: Mitigating Sub-optimal Agentic Searches By Reducing Uncertainty | May 22, 2025 | Information RetrievalRAG | —Unverified | 0 |
| Personalizing Student-Agent Interactions Using Log-Contextualized Retrieval Augmented Generation (RAG) | May 22, 2025 | Decision MakingRAG | —Unverified | 0 |
| BAGELS: Benchmarking the Automated Generation and Extraction of Limitations from Scholarly Text | May 22, 2025 | BenchmarkingRAG | —Unverified | 0 |
| VoxRAG: A Step Toward Transcription-Free RAG Systems in Spoken Question Answering | May 22, 2025 | Question AnsweringRAG | —Unverified | 0 |
| Ask, Retrieve, Summarize: A Modular Pipeline for Scientific Literature Summarization | May 22, 2025 | Document SummarizationMulti-Document Summarization | CodeCode Available | 0 |
| Continually Self-Improving Language Models for Bariatric Surgery Question--Answering | May 22, 2025 | Large Language ModelMisinformation | —Unverified | 0 |
| Attributing Response to Context: A Jensen-Shannon Divergence Driven Mechanistic Study of Context Attribution in Retrieval-Augmented Generation | May 22, 2025 | ARCAttribute | —Unverified | 0 |
| CUB: Benchmarking Context Utilisation Techniques for Language Models | May 22, 2025 | BenchmarkingFact Checking | —Unverified | 0 |
| SimpleDeepSearcher: Deep Information Seeking via Web-Powered Reasoning Trajectory Synthesis | May 22, 2025 | DiversityInformation Retrieval | CodeCode Available | 4 |
| Align-GRAG: Reasoning-Guided Dual Alignment for Graph Retrieval-Augmented Generation | May 22, 2025 | Common Sense ReasoningInformation Retrieval | —Unverified | 0 |
| Tools in the Loop: Quantifying Uncertainty of LLM Question Answering Systems That Use Tools | May 22, 2025 | Information RetrievalQuestion Answering | —Unverified | 0 |
| HASH-RAG: Bridging Deep Hashing with Retriever for Efficient, Fine Retrieval and Augmented Generation | May 22, 2025 | ChunkingDeep Hashing | —Unverified | 0 |
| MuseRAG: Idea Originality Scoring At Scale | May 22, 2025 | RAGRetrieval-augmented Generation | CodeCode Available | 0 |
| Chain-of-Thought Poisoning Attacks against R1-based Retrieval-Augmented Generation Systems | May 22, 2025 | Adversarial AttackHallucination | —Unverified | 0 |
| Benchmarking Retrieval-Augmented Multimomal Generation for Document Question Answering | May 22, 2025 | BenchmarkingEvidence Selection | CodeCode Available | 1 |
| R1-Searcher++: Incentivizing the Dynamic Knowledge Acquisition of LLMs via Reinforcement Learning | May 22, 2025 | MemorizationRAG | CodeCode Available | 4 |
| Walk&Retrieve: Simple Yet Effective Zero-shot Retrieval-Augmented Generation via Knowledge Graph Walks | May 22, 2025 | HallucinationRAG | CodeCode Available | 0 |
| After Retrieval, Before Generation: Enhancing the Trustworthiness of Large Language Models in RAG | May 21, 2025 | RAGRetrieval-augmented Generation | —Unverified | 0 |
| InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation | May 21, 2025 | BenchmarkingRAG | —Unverified | 0 |
