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Retrieval-augmented Generation

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Showing 1601–1650 of 2196 papers

TitleStatusHype
Streamlining Conformal Information Retrieval via Score Refinement—0
A Comprehensive Survey of Retrieval-Augmented Generation (RAG): Evolution, Current Landscape and Future Directions—0
How Much Can RAG Help the Reasoning of LLM?—0
Can We Further Elicit Reasoning in LLMs? Critic-Guided Planning with Retrieval-Augmentation for Solving Challenging Tasks—0
BordIRlines: A Dataset for Evaluating Cross-lingual Retrieval-Augmented GenerationCode0
Enhancing Retrieval in QA Systems with Derived Feature AssociationCode0
Boosting the Capabilities of Compact Models in Low-Data Contexts with Large Language Models and Retrieval-Augmented Generation—0
Quantifying reliance on external information over parametric knowledge during Retrieval Augmented Generation (RAG) using mechanistic analysis—0
Optimizing and Evaluating Enterprise Retrieval-Augmented Generation (RAG): A Content Design PerspectiveCode0
Classifying Peace in Global Media Using RAG and Intergroup Reciprocity—0
UniAdapt: A Universal Adapter for Knowledge Calibration—0
BSharedRAG: Backbone Shared Retrieval-Augmented Generation for the E-commerce Domain—0
Beyond Scores: A Modular RAG-Based System for Automatic Short Answer Scoring with FeedbackCode0
Reference Trustable Decoding: A Training-Free Augmentation Paradigm for Large Language ModelsCode0
Does RAG Introduce Unfairness in LLMs? Evaluating Fairness in Retrieval-Augmented Generation SystemsCode0
PEAR: Position-Embedding-Agnostic Attention Re-weighting Enhances Retrieval-Augmented Generation with Zero Inference Overhead—0
Crafting Personalized Agents through Retrieval-Augmented Generation on Editable Memory Graphs—0
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
A GEN AI Framework for Medical Note Generation—0
Corpus-informed Retrieval Augmented Generation of Clarifying Questions—0
AIPatient: Simulating Patients with EHRs and LLM Powered Agentic Workflow—0
Efficient In-Domain Question Answering for Resource-Constrained Environments—0
Enhancing Structured-Data Retrieval with GraphRAG: Soccer Data Case Study—0
Enhancing Tourism Recommender Systems for Sustainable City Trips Using Retrieval-Augmented Generation—0
Embodied-RAG: General Non-parametric Embodied Memory for Retrieval and Generation—0
LLaMa-SciQ: An Educational Chatbot for Answering Science MCQ—0
Cyber Knowledge Completion Using Large Language Models—0
Controlling Risk of Retrieval-augmented Generation: A Counterfactual Prompting FrameworkCode0
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
Lighter And Better: Towards Flexible Context Adaptation For Retrieval Augmented Generation—0
Enhancing Scientific Reproducibility Through Automated BioCompute Object Creation Using Retrieval-Augmented Generation from Publications—0
Scideator: Human-LLM Scientific Idea Generation Grounded in Research-Paper Facet Recombination—0
Generative AI Is Not Ready for Clinical Use in Patient Education for Lower Back Pain Patients, Even With Retrieval-Augmented Generation—0
A Comprehensive Framework for Evaluating API-oriented Code Generation in Large Language Models—0
GEM-RAG: Graphical Eigen Memories For Retrieval Augmented Generation—0
Lessons Learned on Information Retrieval in Electronic Health Records: A Comparison of Embedding Models and Pooling Strategies—0
Learning When to Retrieve, What to Rewrite, and How to Respond in Conversational QA—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
SMART-RAG: Selection using Determinantal Matrices for Augmented Retrieval—0
QMOS: Enhancing LLMs for Telecommunication with Question Masked loss and Option ShufflingCode0
AI Assistants for Spaceflight Procedures: Combining Generative Pre-Trained Transformer and Retrieval-Augmented Generation on Knowledge Graphs With Augmented Reality Cues—0
Knowledge in Triples for LLMs: Enhancing Table QA Accuracy with Semantic Extraction—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
Enhancing E-commerce Product Title Translation with Retrieval-Augmented Generation and Large Language Models—0
Retrieval-Augmented Test Generation: How Far Are We?—0
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