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Retrieval-augmented Generation

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Showing 226–250 of 2196 papers

TitleStatusHype
Benchmarking Retrieval-Augmented Generation in Multi-Modal ContextsCode2
Beyond Text: Optimizing RAG with Multimodal Inputs for Industrial ApplicationsCode2
Fast Think-on-Graph: Wider, Deeper and Faster Reasoning of Large Language Model on Knowledge GraphCode2
Benchmarking Large Language Models in Retrieval-Augmented GenerationCode2
VideoRAG: Retrieval-Augmented Generation over Video CorpusCode2
Language Model Powered Digital Biology with BRADCode2
Measuring and Enhancing Trustworthiness of LLMs in RAG through Grounded Attributions and Learning to RefuseCode2
MTRAG: A Multi-Turn Conversational Benchmark for Evaluating Retrieval-Augmented Generation SystemsCode2
QAEncoder: Towards Aligned Representation Learning in Question Answering SystemCode2
Revisiting the Solution of Meta KDD Cup 2024: CRAGCode2
A Comprehensive Evaluation of GPT-4V on Knowledge-Intensive Visual Question AnsweringCode1
Long Context vs. RAG for LLMs: An Evaluation and RevisitsCode1
LLMs Know What They Need: Leveraging a Missing Information Guided Framework to Empower Retrieval-Augmented GenerationCode1
SafeAuto: Knowledge-Enhanced Safe Autonomous Driving with Multimodal Foundation ModelsCode1
Logic-RAG: Augmenting Large Multimodal Models with Visual-Spatial Knowledge for Road Scene UnderstandingCode1
Lift Yourself Up: Retrieval-augmented Text Generation with Self MemoryCode1
LexRAG: Benchmarking Retrieval-Augmented Generation in Multi-Turn Legal Consultation ConversationCode1
Leveraging Fine-Tuned Retrieval-Augmented Generation with Long-Context Support: For 3GPP StandardsCode1
LexDrafter: Terminology Drafting for Legislative Documents using Retrieval Augmented GenerationCode1
LLM-Lasso: A Robust Framework for Domain-Informed Feature Selection and RegularizationCode1
MacRAG: Compress, Slice, and Scale-up for Multi-Scale Adaptive Context RAGCode1
Less is More: Making Smaller Language Models Competent Subgraph Retrievers for Multi-hop KGQACode1
KnowTrace: Bootstrapping Iterative Retrieval-Augmented Generation with Structured Knowledge TracingCode1
Long-Context Inference with Retrieval-Augmented Speculative DecodingCode1
Know Or Not: a library for evaluating out-of-knowledge base robustnessCode1
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