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Retrieval-augmented Generation

Papers

Showing 14011450 of 2196 papers

TitleStatusHype
WeKnow-RAG: An Adaptive Approach for Retrieval-Augmented Generation Integrating Web Search and Knowledge Graphs0
What External Knowledge is Preferred by LLMs? Characterizing and Exploring Chain of Evidence in Imperfect Context0
What LLMs Miss in Recommendations: Bridging the Gap with Retrieval-Augmented Collaborative Signals0
When Machine Unlearning Meets Retrieval-Augmented Generation (RAG): Keep Secret or Forget Knowledge?0
When Pigs Get Sick: Multi-Agent AI for Swine Disease Detection0
Which Neurons Matter in IR? Applying Integrated Gradients-based Methods to Understand Cross-Encoders0
Why Uncertainty Estimation Methods Fall Short in RAG: An Axiomatic Analysis0
WikiContradict: A Benchmark for Evaluating LLMs on Real-World Knowledge Conflicts from Wikipedia0
Wiki-LLaVA: Hierarchical Retrieval-Augmented Generation for Multimodal LLMs0
WindTunnel -- A Framework for Community Aware Sampling of Large Corpora0
WirelessLLM: Empowering Large Language Models Towards Wireless Intelligence0
WixQA: A Multi-Dataset Benchmark for Enterprise Retrieval-Augmented Generation0
Worse than Zero-shot? A Fact-Checking Dataset for Evaluating the Robustness of RAG Against Misleading Retrievals0
Writing Style Matters: An Examination of Bias and Fairness in Information Retrieval Systems0
Xinyu: An Efficient LLM-based System for Commentary Generation0
XRAG: Cross-lingual Retrieval-Augmented Generation0
Zero-Indexing Internet Search Augmented Generation for Large Language Models0
Molly: Making Large Language Model Agents Solve Python Problem More Logically0
1-800-SHARED-TASKS at RegNLP: Lexical Reranking of Semantic Retrieval (LeSeR) for Regulatory Question Answering0
Modular RAG: Transforming RAG Systems into LEGO-like Reconfigurable Frameworks0
Multi-Level Querying using A Knowledge Pyramid0
SAKR: Enhancing Retrieval-Augmented Generation via Streaming Algorithm and K-Means Clustering0
Adaptive Retrieval-Augmented Generation for Conversational Systems0
Golden-Retriever: High-Fidelity Agentic Retrieval Augmented Generation for Industrial Knowledge Base0
ChipExpert: The Open-Source Integrated-Circuit-Design-Specific Large Language Model0
Adaptive Contrastive Decoding in Retrieval-Augmented Generation for Handling Noisy Contexts0
BioRAG: A RAG-LLM Framework for Biological Question Reasoning0
Faculty Perspectives on the Potential of RAG in Computer Science Higher Education0
Development of REGAI: Rubric Enabled Generative Artificial Intelligence0
Wiping out the limitations of Large Language Models -- A Taxonomy for Retrieval Augmented Generation0
A Real-Time Adaptive Multi-Stream GPU System for Online Approximate Nearest Neighborhood Search0
KnowPO: Knowledge-aware Preference Optimization for Controllable Knowledge Selection in Retrieval-Augmented Language Models0
Knowing When to Ask -- Bridging Large Language Models and Data0
SMART-RAG: Selection using Determinantal Matrices for Augmented Retrieval0
Pseudo-Knowledge Graph: Meta-Path Guided Retrieval and In-Graph Text for RAG-Equipped LLM0
Towards Efficient Educational Chatbots: Benchmarking RAG Frameworks0
SAGE: A Framework of Precise Retrieval for RAG0
Towards Automated Situation Awareness: A RAG-Based Framework for Peacebuilding Reports0
Enhancing Low-Resource Minority Language Translation with LLMs and Retrieval-Augmented Generation for Cultural Nuances0
Explain What You Mean: Intent Augmented Knowledge Graph Recommender Built With An LLM0
SubGCache: Accelerating Graph-based RAG with Subgraph-level KV Cache0
Semantic Caching of Contextual Summaries for Efficient Question-Answering with Language Models0
Retrieval-Augmented Generation as Noisy In-Context Learning: A Unified Theory and Risk Bounds0
LEANN: A Low-Storage Vector Index0
Hybrid Reasoning for Perception, Explanation, and Autonomous Action in Manufacturing0
Augmenting Large Language Models with Static Code Analysis for Automated Code Quality Improvements0
A + B: A General Generator-Reader Framework for Optimizing LLMs to Unleash Synergy Potential0
A Cascading Cooperative Multi-agent Framework for On-ramp Merging Control Integrating Large Language Models0
Accelerating Adaptive Retrieval Augmented Generation via Instruction-Driven Representation Reduction of Retrieval Overlaps0
Accelerating Causal Network Discovery of Alzheimer Disease Biomarkers via Scientific Literature-based Retrieval Augmented Generation0
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