| A New Pipeline For Generating Instruction Dataset via RAG and Self Fine-Tuning | Aug 12, 2024 | RAGRetrieval-augmented Generation | —Unverified | 0 |
| Face4RAG: Factual Consistency Evaluation for Retrieval Augmented Generation in Chinese | Jul 1, 2024 | RAGRetrieval | —Unverified | 0 |
| Enhancing Q&A Text Retrieval with Ranking Models: Benchmarking, fine-tuning and deploying Rerankers for RAG | Sep 12, 2024 | BenchmarkingQuestion Answering | —Unverified | 0 |
| Facilitating Video Story Interaction with Multi-Agent Collaborative System | May 2, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Fact-checking AI-generated news reports: Can LLMs catch their own lies? | Mar 24, 2025 | DiagnosticFact Checking | —Unverified | 0 |
| Enhancing Pancreatic Cancer Staging with Large Language Models: The Role of Retrieval-Augmented Generation | Mar 19, 2025 | RAGRetrieval | —Unverified | 0 |
| FACTOID: FACtual enTailment fOr hallucInation Detection | Mar 28, 2024 | AvgHallucination | —Unverified | 0 |
| Fact or Guesswork? Evaluating Large Language Model's Medical Knowledge with Structured One-Hop Judgment | Feb 20, 2025 | Knowledge GraphsRetrieval-augmented Generation | —Unverified | 0 |
| FACTS About Building Retrieval Augmented Generation-based Chatbots | Jul 10, 2024 | RAGReranking | —Unverified | 0 |
| FairRAG: Fair Human Generation via Fair Retrieval Augmentation | Mar 29, 2024 | DiversityFairness | —Unverified | 0 |
| A New HOPE: Domain-agnostic Automatic Evaluation of Text Chunking | May 4, 2025 | ChunkingRAG | —Unverified | 0 |
| Enhancing Online Learning Efficiency Through Heterogeneous Resource Integration with a Multi-Agent RAG System | Feb 6, 2025 | RAGRetrieval | —Unverified | 0 |
| Bridging Relevance and Reasoning: Rationale Distillation in Retrieval-Augmented Generation | Dec 11, 2024 | RAGRetrieval | —Unverified | 0 |
| Advanced ingestion process powered by LLM parsing for RAG system | Dec 16, 2024 | Optical Character Recognition (OCR)RAG | —Unverified | 0 |
| LEANN: A Low-Storage Vector Index | Jun 9, 2025 | Question AnsweringRAG | —Unverified | 0 |
| Fashion-RAG: Multimodal Fashion Image Editing via Retrieval-Augmented Generation | Apr 18, 2025 | Multimodal fashion image editingRAG | —Unverified | 0 |
| Faster, Cheaper, Better: Multi-Objective Hyperparameter Optimization for LLM and RAG Systems | Feb 25, 2025 | Bayesian OptimizationHyperparameter Optimization | —Unverified | 0 |
| Characterizing Network Structure of Anti-Trans Actors on TikTok | Jan 27, 2025 | RAGRetrieval-augmented Generation | —Unverified | 0 |
| Generative AI in Transportation Planning: A Survey | Mar 10, 2025 | Demand ForecastingDescriptive | —Unverified | 0 |
| Generative Information Retrieval Evaluation | Apr 11, 2024 | Information RetrievalRAG | —Unverified | 0 |
| Faux Polyglot: A Study on Information Disparity in Multilingual Large Language Models | Jul 7, 2024 | Answer GenerationInformation Retrieval | —Unverified | 0 |
| FeB4RAG: Evaluating Federated Search in the Context of Retrieval Augmented Generation | Feb 19, 2024 | BenchmarkingChatbot | —Unverified | 0 |
| Federated In-Context LLM Agent Learning | Dec 11, 2024 | Federated LearningIn-Context Learning | —Unverified | 0 |
| Federated Learning and RAG Integration: A Scalable Approach for Medical Large Language Models | Dec 18, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| GeoRAG: A Question-Answering Approach from a Geographical Perspective | Apr 2, 2025 | AttributeGeographic Question Answering | —Unverified | 0 |
| Federated Retrieval-Augmented Generation: A Systematic Mapping Study | May 24, 2025 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Federated Retrieval Augmented Generation for Multi-Product Question Answering | Jan 25, 2025 | Question AnsweringRAG | —Unverified | 0 |
| Enhancing Multilingual Information Retrieval in Mixed Human Resources Environments: A RAG Model Implementation for Multicultural Enterprise | Jan 3, 2024 | Information RetrievalRAG | —Unverified | 0 |
| Chatmap : Large Language Model Interaction with Cartographic Data | Sep 28, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| FiD-Light: Efficient and Effective Retrieval-Augmented Text Generation | Sep 28, 2022 | DecoderOpen-Domain Question Answering | —Unverified | 0 |
| Enhancing Long-Term Memory using Hierarchical Aggregate Tree for Retrieval Augmented Generation | Jun 10, 2024 | RetrievalRetrieval-augmented Generation | —Unverified | 0 |
| Financial Analysis: Intelligent Financial Data Analysis System Based on LLM-RAG | Mar 20, 2025 | Financial AnalysisRAG | —Unverified | 0 |
| ChatQA: Surpassing GPT-4 on Conversational QA and RAG | Jan 18, 2024 | Conversational Question AnsweringQuestion Answering | —Unverified | 0 |
| FinBERT2: A Specialized Bidirectional Encoder for Bridging the Gap in Finance-Specific Deployment of Large Language Models | May 31, 2025 | AvgRAG | —Unverified | 0 |
| Enhancing Long Context Performance in LLMs Through Inner Loop Query Mechanism | Oct 11, 2024 | RAGRetrieval | —Unverified | 0 |
| FinDER: Financial Dataset for Question Answering and Evaluating Retrieval-Augmented Generation | Apr 22, 2025 | Question AnsweringRAG | —Unverified | 0 |
| FIND: Fine-grained Information Density Guided Adaptive Retrieval-Augmented Generation for Disease Diagnosis | Feb 20, 2025 | RAGRetrieval | —Unverified | 0 |
| FineFilter: A Fine-grained Noise Filtering Mechanism for Retrieval-Augmented Large Language Models | Feb 17, 2025 | RAGReranking | —Unverified | 0 |
| Enhancing LLMs for Power System Simulations: A Feedback-driven Multi-agent Framework | Nov 21, 2024 | RAGRetrieval-augmented Generation | —Unverified | 0 |
| Fine-Grained Guidance for Retrievers: Leveraging LLMs' Feedback in Retrieval-Augmented Generation | Nov 6, 2024 | HallucinationRAG | —Unverified | 0 |
| Bridging Industrial Expertise and XR with LLM-Powered Conversational Agents | Apr 7, 2025 | ChunkingRAG | —Unverified | 0 |
| An Empirical Study of Retrieval Augmented Generation with Chain-of-Thought | Jul 22, 2024 | FormLogical Reasoning | —Unverified | 0 |
| Enhancing LLM Intelligence with ARM-RAG: Auxiliary Rationale Memory for Retrieval Augmented Generation | Nov 7, 2023 | MathRAG | —Unverified | 0 |
| Enhancing LLM Generation with Knowledge Hypergraph for Evidence-Based Medicine | Mar 18, 2025 | HallucinationRAG | —Unverified | 0 |
| ChunkRAG: Novel LLM-Chunk Filtering Method for RAG Systems | Oct 25, 2024 | ChunkingFact Checking | —Unverified | 0 |
| Fine-Tuning Large Language Models and Evaluating Retrieval Methods for Improved Question Answering on Building Codes | May 7, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Bridging the Language Gap: Dynamic Learning Strategies for Improving Multilingual Performance in LLMs | May 28, 2023 | Question AnsweringRAG | —Unverified | 0 |
| Fine-Tuning or Fine-Failing? Debunking Performance Myths in Large Language Models | Jun 17, 2024 | Information RetrievalRAG | —Unverified | 0 |
| Fine-Tuning or Retrieval? Comparing Knowledge Injection in LLMs | Dec 10, 2023 | RAGRetrieval | —Unverified | 0 |
| Enhancing Large Language Models with Reward-guided Tree Search for Knowledge Graph Question and Answering | May 18, 2025 | Graph Question AnsweringKnowledge Graphs | —Unverified | 0 |