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Retrieval-augmented Generation

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Showing 1401–1450 of 2196 papers

TitleStatusHype
PEAR: Position-Embedding-Agnostic Attention Re-weighting Enhances Retrieval-Augmented Generation with Zero Inference Overhead—0
CoTKR: Chain-of-Thought Enhanced Knowledge Rewriting for Complex Knowledge Graph Question AnsweringCode1
Does RAG Introduce Unfairness in LLMs? Evaluating Fairness in Retrieval-Augmented Generation SystemsCode0
Thematic Analysis with Open-Source Generative AI and Machine Learning: A New Method for Inductive Qualitative Codebook Development—0
HealthQ: Unveiling Questioning Capabilities of LLM Chains in Healthcare Conversations—0
Crafting Personalized Agents through Retrieval-Augmented Generation on Editable Memory Graphs—0
A GEN AI Framework for Medical Note Generation—0
AIPatient: Simulating Patients with EHRs and LLM Powered Agentic Workflow—0
Corpus-informed Retrieval Augmented Generation of Clarifying Questions—0
Data-Prep-Kit: getting your data ready for LLM application developmentCode4
Embodied-RAG: General Non-parametric Embodied Memory for Retrieval and Generation—0
Enhancing Tourism Recommender Systems for Sustainable City Trips Using Retrieval-Augmented Generation—0
Enhancing Structured-Data Retrieval with GraphRAG: Soccer Data Case Study—0
Efficient In-Domain Question Answering for Resource-Constrained Environments—0
LLaMa-SciQ: An Educational Chatbot for Answering Science MCQ—0
Controlling Risk of Retrieval-augmented Generation: A Counterfactual Prompting FrameworkCode0
Lighter And Better: Towards Flexible Context Adaptation For Retrieval Augmented Generation—0
Cyber Knowledge Completion Using Large Language Models—0
AsthmaBot: Multi-modal, Multi-Lingual Retrieval Augmented Generation For Asthma Patient Support—0
IRSC: A Zero-shot Evaluation Benchmark for Information Retrieval through Semantic Comprehension in Retrieval-Augmented Generation ScenariosCode0
A Comprehensive Framework for Evaluating API-oriented Code Generation in Large Language Models—0
Scideator: Human-LLM Scientific Idea Generation Grounded in Research-Paper Facet Recombination—0
Learning When to Retrieve, What to Rewrite, and How to Respond in Conversational QA—0
GEM-RAG: Graphical Eigen Memories For Retrieval Augmented Generation—0
Generative AI Is Not Ready for Clinical Use in Patient Education for Lower Back Pain Patients, Even With Retrieval-Augmented Generation—0
Enhancing Scientific Reproducibility Through Automated BioCompute Object Creation Using Retrieval-Augmented Generation from Publications—0
Lessons Learned on Information Retrieval in Electronic Health Records: A Comparison of Embedding Models and Pooling Strategies—0
Retrieval Augmented Generation (RAG) and Beyond: A Comprehensive Survey on How to Make your LLMs use External Data More Wisely—0
Beyond Words: Evaluating Large Language Models in Transportation Planning—0
Towards Automated Patent Workflows: AI-Orchestrated Multi-Agent Framework for Intellectual Property Management and Analysis—0
SURf: Teaching Large Vision-Language Models to Selectively Utilize Retrieved InformationCode1
SMART-RAG: Selection using Determinantal Matrices for Augmented Retrieval—0
AI Assistants for Spaceflight Procedures: Combining Generative Pre-Trained Transformer and Retrieval-Augmented Generation on Knowledge Graphs With Augmented Reality Cues—0
QMOS: Enhancing LLMs for Telecommunication with Question Masked loss and Option ShufflingCode0
Knowledge in Triples for LLMs: Enhancing Table QA Accuracy with Semantic Extraction—0
ShizishanGPT: An Agricultural Large Language Model Integrating Tools and ResourcesCode1
Contextual Compression in Retrieval-Augmented Generation for Large Language Models: A SurveyCode1
Familiarity-Aware Evidence Compression for Retrieval-Augmented GenerationCode1
Towards Interactive and Learnable Cooperative Driving Automation: a Large Language Model-Driven Decision-Making FrameworkCode2
Fact, Fetch, and Reason: A Unified Evaluation of Retrieval-Augmented GenerationCode3
Retrieval-Augmented Test Generation: How Far Are We?—0
Enhancing E-commerce Product Title Translation with Retrieval-Augmented Generation and Large Language Models—0
Should RAG Chatbots Forget Unimportant Conversations? Exploring Importance and Forgetting with Psychological InsightsCode0
RAD-Bench: Evaluating Large Language Models Capabilities in Retrieval Augmented DialoguesCode0
VERA: Validation and Enhancement for Retrieval Augmented systems—0
MoRAG -- Multi-Fusion Retrieval Augmented Generation for Human MotionCode1
Measuring and Enhancing Trustworthiness of LLMs in RAG through Grounded Attributions and Learning to RefuseCode2
Towards Fair RAG: On the Impact of Fair Ranking in Retrieval-Augmented GenerationCode1
P-RAG: Progressive Retrieval Augmented Generation For Planning on Embodied Everyday Task—0
Investigating Context-Faithfulness in Large Language Models: The Roles of Memory Strength and Evidence Style—0
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