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Retrieval-augmented Generation

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Showing 151–200 of 2196 papers

TitleStatusHype
TrustRAG: Enhancing Robustness and Trustworthiness in RAGCode2
RAG-Instruct: Boosting LLMs with Diverse Retrieval-Augmented InstructionsCode2
XRAG: eXamining the Core -- Benchmarking Foundational Components in Advanced Retrieval-Augmented GenerationCode2
SimGRAG: Leveraging Similar Subgraphs for Knowledge Graphs Driven Retrieval-Augmented GenerationCode2
OmniEval: An Omnidirectional and Automatic RAG Evaluation Benchmark in Financial DomainCode2
RetroLLM: Empowering Large Language Models to Retrieve Fine-grained Evidence within GenerationCode2
Granite GuardianCode2
Retrieving Semantics from the Deep: an RAG Solution for Gesture SynthesisCode2
OCR Hinders RAG: Evaluating the Cascading Impact of OCR on Retrieval-Augmented GenerationCode2
Multi-Reranker: Maximizing performance of retrieval-augmented generation in the FinanceRAG challengeCode2
Retrieval Augmented Time Series ForecastingCode2
RAGViz: Diagnose and Visualize Retrieval-Augmented GenerationCode2
CORAL: Benchmarking Multi-turn Conversational Retrieval-Augmentation GenerationCode2
Beyond Text: Optimizing RAG with Multimodal Inputs for Industrial ApplicationsCode2
Simple Is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented GenerationCode2
Vision Search Assistant: Empower Vision-Language Models as Multimodal Search EnginesCode2
LoRANN: Low-Rank Matrix Factorization for Approximate Nearest Neighbor SearchCode2
LongRAG: A Dual-Perspective Retrieval-Augmented Generation Paradigm for Long-Context Question AnsweringCode2
RAG-DDR: Optimizing Retrieval-Augmented Generation Using Differentiable Data RewardsCode2
Toward General Instruction-Following Alignment for Retrieval-Augmented GenerationCode2
Retriever-and-Memory: Towards Adaptive Note-Enhanced Retrieval-Augmented GenerationCode2
StructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-time Hybrid Information StructurizationCode2
TurboRAG: Accelerating Retrieval-Augmented Generation with Precomputed KV Caches for Chunked TextCode2
LLM-based SPARQL Query Generation from Natural Language over Federated Knowledge GraphsCode2
Reasoning-Enhanced Healthcare Predictions with Knowledge Graph Community RetrievalCode2
Open-RAG: Enhanced Retrieval-Augmented Reasoning with Open-Source Large Language ModelsCode2
FaithEval: Can Your Language Model Stay Faithful to Context, Even If "The Moon is Made of Marshmallows"Code2
QAEncoder: Towards Aligned Representation Learning in Question Answering SystemCode2
Towards Interactive and Learnable Cooperative Driving Automation: a Large Language Model-Driven Decision-Making FrameworkCode2
Measuring and Enhancing Trustworthiness of LLMs in RAG through Grounded Attributions and Learning to RefuseCode2
Synthetic continued pretrainingCode2
Revisiting the Solution of Meta KDD Cup 2024: CRAGCode2
Language Model Powered Digital Biology with BRADCode2
LegalBench-RAG: A Benchmark for Retrieval-Augmented Generation in the Legal DomainCode2
TC-RAG:Turing-Complete RAG's Case study on Medical LLM SystemsCode2
EfficientRAG: Efficient Retriever for Multi-Hop Question AnsweringCode2
MLLM Is a Strong Reranker: Advancing Multimodal Retrieval-augmented Generation via Knowledge-enhanced Reranking and Noise-injected TrainingCode2
MetaOpenFOAM: an LLM-based multi-agent framework for CFDCode2
RAG-QA Arena: Evaluating Domain Robustness for Long-form Retrieval Augmented Question AnsweringCode2
Scientific QA System with Verifiable AnswersCode2
Think-on-Graph 2.0: Deep and Faithful Large Language Model Reasoning with Knowledge-guided Retrieval Augmented GenerationCode2
PersonaRAG: Enhancing Retrieval-Augmented Generation Systems with User-Centric AgentsCode2
RULE: Reliable Multimodal RAG for Factuality in Medical Vision Language ModelsCode2
How do you know that? Teaching Generative Language Models to Reference Answers to Biomedical QuestionsCode2
TongGu: Mastering Classical Chinese Understanding with Knowledge-Grounded Large Language ModelsCode2
UniGen: A Unified Framework for Textual Dataset Generation Using Large Language ModelsCode2
Understand What LLM Needs: Dual Preference Alignment for Retrieval-Augmented GenerationCode2
Leave No Document Behind: Benchmarking Long-Context LLMs with Extended Multi-Doc QACode2
Evaluating RAG-Fusion with RAGElo: an Automated Elo-based FrameworkCode2
CodeRAG-Bench: Can Retrieval Augment Code Generation?Code2
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