| Synthetic Knowledge Ingestion: Towards Knowledge Refinement and Injection for Enhancing Large Language Models | Oct 12, 2024 | Question AnsweringRAG | CodeCode Available | 0 |
| Toward General Instruction-Following Alignment for Retrieval-Augmented Generation | Oct 12, 2024 | Instruction FollowingRAG | CodeCode Available | 2 |
| Large Language Models for Medical OSCE Assessment: A Novel Approach to Transcript Analysis | Oct 11, 2024 | Retrieval-augmented Generation | —Unverified | 0 |
| Enhancing Long Context Performance in LLMs Through Inner Loop Query Mechanism | Oct 11, 2024 | RAGRetrieval | —Unverified | 0 |
| Underutilized land and sustainable development: effects on employment, economic output, and mitigation of CO2 emissions | Oct 11, 2024 | RetrievalRetrieval-augmented Generation | —Unverified | 0 |
| ACER: Automatic Language Model Context Extension via Retrieval | Oct 11, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| StructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-time Hybrid Information Structurization | Oct 11, 2024 | RAGRetrieval-augmented Generation | CodeCode Available | 2 |
| oRetrieval Augmented Generation for 10 Large Language Models and its Generalizability in Assessing Medical Fitness | Oct 11, 2024 | Clinical KnowledgeRAG | —Unverified | 0 |
| Retriever-and-Memory: Towards Adaptive Note-Enhanced Retrieval-Augmented Generation | Oct 11, 2024 | Open-Domain Question AnsweringQuestion Answering | CodeCode Available | 2 |
| MedMobile: A mobile-sized language model with expert-level clinical capabilities | Oct 11, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| A Methodology for Evaluating RAG Systems: A Case Study On Configuration Dependency Validation | Oct 11, 2024 | HallucinationRAG | CodeCode Available | 0 |
| Developing a Pragmatic Benchmark for Assessing Korean Legal Language Understanding in Large Language Models | Oct 11, 2024 | Legal ReasoningRAG | CodeCode Available | 0 |
| Do You Know What You Are Talking About? Characterizing Query-Knowledge Relevance For Reliable Retrieval Augmented Generation | Oct 10, 2024 | MisinformationQuestion Answering | —Unverified | 0 |
| Increasing the Difficulty of Automatically Generated Questions via Reinforcement Learning with Synthetic Preference | Oct 10, 2024 | Machine Reading ComprehensionQuestion Answering | —Unverified | 0 |
| No Free Lunch: Retrieval-Augmented Generation Undermines Fairness in LLMs, Even for Vigilant Users | Oct 10, 2024 | FairnessRAG | —Unverified | 0 |
| AI-Press: A Multi-Agent News Generating and Feedback Simulation System Powered by Large Language Models | Oct 10, 2024 | News GenerationRetrieval | —Unverified | 0 |
| TurboRAG: Accelerating Retrieval-Augmented Generation with Precomputed KV Caches for Chunked Text | Oct 10, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| MRAG-Bench: Vision-Centric Evaluation for Retrieval-Augmented Multimodal Models | Oct 10, 2024 | Multiple-choiceQuestion Answering | —Unverified | 0 |
| KRAG Framework for Enhancing LLMs in the Legal Domain | Oct 10, 2024 | Legal ReasoningNatural Language Understanding | —Unverified | 0 |
| Context-Augmented Code Generation Using Programming Knowledge Graphs | Oct 9, 2024 | Code GenerationHumanEval | —Unverified | 0 |
| MedImageInsight: An Open-Source Embedding Model for General Domain Medical Imaging | Oct 9, 2024 | Age EstimationFairness | CodeCode Available | 0 |
| Astute RAG: Overcoming Imperfect Retrieval Augmentation and Knowledge Conflicts for Large Language Models | Oct 9, 2024 | AttributeRAG | —Unverified | 0 |
| ENWAR: A RAG-empowered Multi-Modal LLM Framework for Wireless Environment Perception | Oct 8, 2024 | RAGRetrieval-augmented Generation | —Unverified | 0 |
| Improving Embedding Accuracy for Document Retrieval Using Entity Relationship Maps and Model-Aware Contrastive Sampling | Oct 8, 2024 | DecoderRAG | —Unverified | 0 |
| In-Context Code-Text Learning for Bimodal Software Engineering | Oct 8, 2024 | Clone DetectionIn-Context Learning | —Unverified | 0 |