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Retrieval-augmented Generation

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Showing 201–250 of 2196 papers

TitleStatusHype
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation—0
Ranking Free RAG: Replacing Re-ranking with Selection in RAG for Sensitive Domains—0
Deliberation on Priors: Trustworthy Reasoning of Large Language Models on Knowledge GraphsCode1
Do RAG Systems Suffer From Positional Bias?—0
Listen to the Context: Towards Faithful Large Language Models for Retrieval Augmented Generation on Climate Questions—0
Silent Leaks: Implicit Knowledge Extraction Attack on RAG Systems through Benign QueriesCode1
Scalable Defense against In-the-wild Jailbreaking Attacks with Safety Context Retrieval—0
HDLxGraph: Bridging Large Language Models and HDL Repositories via HDL Graph DatabasesCode0
Adaptive Plan-Execute Framework for Smart Contract Security Auditing—0
Single LLM, Multiple Roles: A Unified Retrieval-Augmented Generation Framework Using Role-Specific Token Optimization—0
Reinforcing Question Answering Agents with Minimalist Policy Gradient Optimization—0
Multimodal RAG-driven Anomaly Detection and Classification in Laser Powder Bed Fusion using Large Language Models—0
SCAN: Semantic Document Layout Analysis for Textual and Visual Retrieval-Augmented Generation—0
Causal Cartographer: From Mapping to Reasoning Over Counterfactual WorldsCode0
Automatic Dataset Generation for Knowledge Intensive Question Answering Tasks—0
Process vs. Outcome Reward: Which is Better for Agentic RAG Reinforcement LearningCode1
RAVENEA: A Benchmark for Multimodal Retrieval-Augmented Visual Culture UnderstandingCode0
s3: You Don't Need That Much Data to Train a Search Agent via RLCode4
Divide by Question, Conquer by Agent: SPLIT-RAG with Question-Driven Graph Partitioning—0
Beyond Text: Unveiling Privacy Vulnerabilities in Multi-modal Retrieval-Augmented Generation—0
Know Or Not: a library for evaluating out-of-knowledge base robustnessCode1
AMAQA: A Metadata-based QA Dataset for RAG Systems—0
Evaluating the Performance of RAG Methods for Conversational AI in the Airport Domain—0
A Case Study of Cross-Lingual Zero-Shot Generalization for Classical Languages in LLMsCode0
Optimizing Retrieval Augmented Generation for Object Constraint Language—0
Automated Bias Assessment in AI-Generated Educational Content Using CEAT FrameworkCode0
RAR: Setting Knowledge Tripwires for Retrieval Augmented Rejection—0
Towards A Generalist Code Embedding Model Based On Massive Data Synthesis—0
Effective and Transparent RAG: Adaptive-Reward Reinforcement Learning for Decision TraceabilityCode1
Accelerating Adaptive Retrieval Augmented Generation via Instruction-Driven Representation Reduction of Retrieval Overlaps—0
TinyAlign: Boosting Lightweight Vision-Language Models by Mitigating Modal Alignment Bottlenecks—0
Know3-RAG: A Knowledge-aware RAG Framework with Adaptive Retrieval, Generation, and FilteringCode0
Agentic Publications: An LLM-Driven Framework for Interactive Scientific Publishing, Supplementing Traditional Papers with AI-Powered Knowledge Systems—0
OPA-Pack: Object-Property-Aware Robotic Bin Packing—0
RAGXplain: From Explainable Evaluation to Actionable Guidance of RAG Pipelines—0
PoisonArena: Uncovering Competing Poisoning Attacks in Retrieval-Augmented GenerationCode0
HAKES: Scalable Vector Database for Embedding Search Service—0
Enhancing Large Language Models with Reward-guided Tree Search for Knowledge Graph Question and Answering—0
Beyond Retrieval: Joint Supervision and Multimodal Document Ranking for Textbook Question Answering—0
Let's have a chat with the EU AI Act—0
Unveiling Knowledge Utilization Mechanisms in LLM-based Retrieval-Augmented Generation—0
Telco-oRAG: Optimizing Retrieval-augmented Generation for Telecom Queries via Hybrid Retrieval and Neural Routing—0
Neuro-Symbolic Query CompilerCode1
ELITE: Embedding-Less retrieval with Iterative Text ExplorationCode1
EcoSafeRAG: Efficient Security through Context Analysis in Retrieval-Augmented Generation—0
Chatting with Papers: A Hybrid Approach Using LLMs and Knowledge Graphs—0
THELMA: Task Based Holistic Evaluation of Large Language Model Applications-RAG Question Answering—0
MIRACL-VISION: A Large, multilingual, visual document retrieval benchmark—0
Semantic Caching of Contextual Summaries for Efficient Question-Answering with Language Models—0
mmRAG: A Modular Benchmark for Retrieval-Augmented Generation over Text, Tables, and Knowledge GraphsCode1
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