| RAG with Differential Privacy | Dec 26, 2024 | General KnowledgeRAG | CodeCode Available | 1 |
| Jasper and Stella: distillation of SOTA embedding models | Dec 26, 2024 | RAGRepresentation Learning | CodeCode Available | 1 |
| Efficient fine-tuning methodology of text embedding models for information retrieval: contrastive learning penalty (clp) | Dec 23, 2024 | Contrastive LearningInformation Retrieval | CodeCode Available | 1 |
| Towards Interpretable Radiology Report Generation via Concept Bottlenecks using a Multi-Agentic RAG | Dec 20, 2024 | Classificationimage-classification | CodeCode Available | 1 |
| PA-RAG: RAG Alignment via Multi-Perspective Preference Optimization | Dec 19, 2024 | InformativenessRAG | CodeCode Available | 1 |
| Context-DPO: Aligning Language Models for Context-Faithfulness | Dec 18, 2024 | RAGRetrieval-augmented Generation | CodeCode Available | 1 |
| RAG-RewardBench: Benchmarking Reward Models in Retrieval Augmented Generation for Preference Alignment | Dec 18, 2024 | BenchmarkingRAG | CodeCode Available | 1 |
| EXIT: Context-Aware Extractive Compression for Enhancing Retrieval-Augmented Generation | Dec 17, 2024 | Question AnsweringRAG | CodeCode Available | 1 |
| RAG Playground: A Framework for Systematic Evaluation of Retrieval Strategies and Prompt Engineering in RAG Systems | Dec 16, 2024 | Prompt EngineeringRAG | CodeCode Available | 1 |
| SusGen-GPT: A Data-Centric LLM for Financial NLP and Sustainability Report Generation | Dec 14, 2024 | RAGRetrieval-augmented Generation | CodeCode Available | 1 |
| Adapting to Non-Stationary Environments: Multi-Armed Bandit Enhanced Retrieval-Augmented Generation on Knowledge Graphs | Dec 10, 2024 | Knowledge GraphsRAG | CodeCode Available | 1 |
| KG-Retriever: Efficient Knowledge Indexing for Retrieval-Augmented Large Language Models | Dec 7, 2024 | Multi-hop Question AnsweringNavigate | CodeCode Available | 1 |
| SurgBox: Agent-Driven Operating Room Sandbox with Surgery Copilot | Dec 6, 2024 | Decision MakingRAG | CodeCode Available | 1 |
| Retrieval-Augmented Machine Translation with Unstructured Knowledge | Dec 5, 2024 | Knowledge GraphsMachine Translation | CodeCode Available | 1 |
| HEAL: Hierarchical Embedding Alignment Loss for Improved Retrieval and Representation Learning | Dec 5, 2024 | Contrastive LearningDocument Classification | CodeCode Available | 1 |
| MBA-RAG: a Bandit Approach for Adaptive Retrieval-Augmented Generation through Question Complexity | Dec 2, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| AtomR: Atomic Operator-Empowered Large Language Models for Heterogeneous Knowledge Reasoning | Nov 25, 2024 | HallucinationQuestion Answering | CodeCode Available | 1 |
| Context Awareness Gate For Retrieval Augmented Generation | Nov 25, 2024 | Open-Domain Question AnsweringQuestion Answering | CodeCode Available | 1 |
| LaB-RAG: Label Boosted Retrieval Augmented Generation for Radiology Report Generation | Nov 25, 2024 | Image CaptioningRAG | CodeCode Available | 1 |
| G-RAG: Knowledge Expansion in Material Science | Nov 21, 2024 | Information RetrievalRAG | CodeCode Available | 1 |
| Initial Nugget Evaluation Results for the TREC 2024 RAG Track with the AutoNuggetizer Framework | Nov 14, 2024 | Question AnsweringRAG | CodeCode Available | 1 |
| ImageRAG: Enhancing Ultra High Resolution Remote Sensing Imagery Analysis with ImageRAG | Nov 12, 2024 | RAGRetrieval | CodeCode Available | 1 |
| AssistRAG: Boosting the Potential of Large Language Models with an Intelligent Information Assistant | Nov 11, 2024 | Decision MakingHallucination | CodeCode Available | 1 |
| Controllable Context Sensitivity and the Knob Behind It | Nov 11, 2024 | Question AnsweringRetrieval-augmented Generation | CodeCode Available | 1 |
| TeleOracle: Fine-Tuned Retrieval-Augmented Generation with Long-Context Support for Network | Nov 4, 2024 | ChunkingLanguage Modelling | CodeCode Available | 1 |
