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Retrieval-augmented Generation

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Showing 2051–2100 of 2196 papers

TitleStatusHype
Refiner: Restructure Retrieval Content Efficiently to Advance Question-Answering CapabilitiesCode0
Know3-RAG: A Knowledge-aware RAG Framework with Adaptive Retrieval, Generation, and FilteringCode0
PROPHET: An Inferable Future Forecasting Benchmark with Causal Intervened Likelihood EstimationCode0
DRAFT-ing Architectural Design Decisions using LLMsCode0
DP-RDM: Adapting Diffusion Models to Private Domains Without Fine-TuningCode0
Pub-Guard-LLM: Detecting Fraudulent Biomedical Articles with Reliable ExplanationsCode0
An AI-Driven Live Systematic Reviews in the Brain-Heart Interconnectome: Minimizing Research Waste and Advancing Evidence SynthesisCode0
KBAlign: Efficient Self Adaptation on Specific Knowledge BasesCode0
DO-RAG: A Domain-Specific QA Framework Using Knowledge Graph-Enhanced Retrieval-Augmented GenerationCode0
Do "New Snow Tablets" Contain Snow? Large Language Models Over-Rely on Names to Identify Ingredients of Chinese DrugsCode0
JointRank: Rank Large Set with Single PassCode0
JMLR: Joint Medical LLM and Retrieval Training for Enhancing Reasoning and Professional Question Answering CapabilityCode0
Automated Bias Assessment in AI-Generated Educational Content Using CEAT FrameworkCode0
AIC CTU system at AVeriTeC: Re-framing automated fact-checking as a simple RAG taskCode0
Quebec Automobile Insurance Question-Answering With Retrieval-Augmented GenerationCode0
Does RAG Introduce Unfairness in LLMs? Evaluating Fairness in Retrieval-Augmented Generation SystemsCode0
A Hybrid Approach to Information Retrieval and Answer Generation for Regulatory TextsCode0
THaMES: An End-to-End Tool for Hallucination Mitigation and Evaluation in Large Language ModelsCode0
Can LLMs reason over extended multilingual contexts? Towards long-context evaluation beyond retrieval and haystacksCode0
Does Context Matter? ContextualJudgeBench for Evaluating LLM-based Judges in Contextual SettingsCode0
A Human-AI Comparative Analysis of Prompt Sensitivity in LLM-Based Relevance JudgmentCode0
Can Github issues be solved with Tree Of Thoughts?Code0
A Glitch in the Matrix? Locating and Detecting Language Model Grounding with FakepediaCode0
Document Haystacks: Vision-Language Reasoning Over Piles of 1000+ DocumentsCode0
DIRAS: Efficient LLM Annotation of Document Relevance in Retrieval Augmented GenerationCode0
RustEvo^2: An Evolving Benchmark for API Evolution in LLM-based Rust Code GenerationCode0
Dialogue Benchmark Generation from Knowledge Graphs with Cost-Effective Retrieval-Augmented LLMsCode0
IRSC: A Zero-shot Evaluation Benchmark for Information Retrieval through Semantic Comprehension in Retrieval-Augmented Generation ScenariosCode0
Investigating the performance of Retrieval-Augmented Generation and fine-tuning for the development of AI-driven knowledge-based systemsCode0
Developing a Pragmatic Benchmark for Assessing Korean Legal Language Understanding in Large Language ModelsCode0
Detecting Manipulated Contents Using Knowledge-Grounded InferenceCode0
Interpersonal Memory Matters: A New Task for Proactive Dialogue Utilizing Conversational HistoryCode0
A Methodology for Evaluating RAG Systems: A Case Study On Configuration Dependency ValidationCode0
Bridging the Gap Between Open-Source and Proprietary LLMs in Table QACode0
RACCOON: A Retrieval-Augmented Generation Approach for Location Coordinate Capture from News ArticlesCode0
RAC: Efficient LLM Factuality Correction with Retrieval AugmentationCode0
IntellBot: Retrieval Augmented LLM Chatbot for Cyber Threat Knowledge DeliveryCode0
RAD-Bench: Evaluating Large Language Models Capabilities in Retrieval Augmented DialoguesCode0
RadioRAG: Factual large language models for enhanced diagnostics in radiology using online retrieval augmented generationCode0
Satyrn: A Platform for Analytics Augmented GenerationCode0
QPaug: Question and Passage Augmentation for Open-Domain Question Answering of LLMsCode0
Information Retrieval in the Age of Generative AI: The RGB ModelCode0
SBI-RAG: Enhancing Math Word Problem Solving for Students through Schema-Based Instruction and Retrieval-Augmented GenerationCode0
Self-Bootstrapped Visual-Language Model for Knowledge Selection and Question AnsweringCode0
Incorporating Legal Structure in Retrieval-Augmented Generation: A Case Study on Copyright Fair UseCode0
TRAQ: Trustworthy Retrieval Augmented Question Answering via Conformal PredictionCode0
Visual-RAG: Benchmarking Text-to-Image Retrieval Augmented Generation for Visual Knowledge Intensive QueriesCode0
Agentic Search Engine for Real-Time IoT DataCode0
Attention Sorting Combats Recency Bias In Long Context Language ModelsCode0
QMOS: Enhancing LLMs for Telecommunication with Question Masked loss and Option ShufflingCode0
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