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Retrieval-augmented Generation

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TitleStatusHype
BR-TaxQA-R: A Dataset for Question Answering with References for Brazilian Personal Income Tax Law, including case law—0
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation—0
Deliberation on Priors: Trustworthy Reasoning of Large Language Models on Knowledge GraphsCode1
Do RAG Systems Suffer From Positional Bias?—0
Silent Leaks: Implicit Knowledge Extraction Attack on RAG Systems through Benign QueriesCode1
Listen to the Context: Towards Faithful Large Language Models for Retrieval Augmented Generation on Climate Questions—0
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
HDLxGraph: Bridging Large Language Models and HDL Repositories via HDL Graph DatabasesCode0
Scalable Defense against In-the-wild Jailbreaking Attacks with Safety Context Retrieval—0
Reinforcing Question Answering Agents with Minimalist Policy Gradient Optimization—0
SCAN: Semantic Document Layout Analysis for Textual and Visual Retrieval-Augmented Generation—0
Multimodal RAG-driven Anomaly Detection and Classification in Laser Powder Bed Fusion using Large Language Models—0
s3: You Don't Need That Much Data to Train a Search Agent via RLCode4
Automatic Dataset Generation for Knowledge Intensive Question Answering Tasks—0
Causal Cartographer: From Mapping to Reasoning Over Counterfactual WorldsCode0
RAVENEA: A Benchmark for Multimodal Retrieval-Augmented Visual Culture UnderstandingCode0
Process vs. Outcome Reward: Which is Better for Agentic RAG Reinforcement LearningCode1
Beyond Text: Unveiling Privacy Vulnerabilities in Multi-modal Retrieval-Augmented Generation—0
Divide by Question, Conquer by Agent: SPLIT-RAG with Question-Driven Graph Partitioning—0
Know Or Not: a library for evaluating out-of-knowledge base robustnessCode1
AMAQA: A Metadata-based QA Dataset for RAG Systems—0
A Case Study of Cross-Lingual Zero-Shot Generalization for Classical Languages in LLMsCode0
Evaluating the Performance of RAG Methods for Conversational AI in the Airport Domain—0
Effective and Transparent RAG: Adaptive-Reward Reinforcement Learning for Decision TraceabilityCode1
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