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Retrieval-augmented Generation

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Showing 351–400 of 2196 papers

TitleStatusHype
GroUSE: A Benchmark to Evaluate Evaluators in Grounded Question AnsweringCode1
HEAL: Hierarchical Embedding Alignment Loss for Improved Retrieval and Representation LearningCode1
Chronocept: Instilling a Sense of Time in MachinesCode1
CLAPNQ: Cohesive Long-form Answers from Passages in Natural Questions for RAG systemsCode1
Hierarchical Document Refinement for Long-context Retrieval-augmented GenerationCode1
LLM-Lasso: A Robust Framework for Domain-Informed Feature Selection and RegularizationCode1
BRIEF: Bridging Retrieval and Inference for Multi-hop Reasoning via CompressionCode1
Logic-RAG: Augmenting Large Multimodal Models with Visual-Spatial Knowledge for Road Scene UnderstandingCode1
Jasper and Stella: distillation of SOTA embedding modelsCode1
LexDrafter: Terminology Drafting for Legislative Documents using Retrieval Augmented GenerationCode1
Graph Counselor: Adaptive Graph Exploration via Multi-Agent Synergy to Enhance LLM ReasoningCode1
MBA-RAG: a Bandit Approach for Adaptive Retrieval-Augmented Generation through Question ComplexityCode1
Graph Neural Prompting with Large Language ModelsCode1
G-RAG: Knowledge Expansion in Material ScienceCode1
Graph of Records: Boosting Retrieval Augmented Generation for Long-context Summarization with GraphsCode1
AlignRAG: Leveraging Critique Learning for Evidence-Sensitive Retrieval-Augmented ReasoningCode1
GISTEmbed: Guided In-sample Selection of Training Negatives for Text Embedding Fine-tuningCode1
GenTKG: Generative Forecasting on Temporal Knowledge Graph with Large Language ModelsCode1
Glitter or Gold? Deriving Structured Insights from Sustainability Reports via Large Language ModelsCode1
Graph RAG-Tool FusionCode1
GainRAG: Preference Alignment in Retrieval-Augmented Generation through Gain Signal SynthesisCode1
MRAMG-Bench: A Comprehensive Benchmark for Advancing Multimodal Retrieval-Augmented Multimodal GenerationCode1
GASLITEing the Retrieval: Exploring Vulnerabilities in Dense Embedding-based SearchCode1
A Platform for the Biomedical Application of Large Language ModelsCode1
Benchmarking Retrieval-Augmented Multimomal Generation for Document Question AnsweringCode1
Multi-Meta-RAG: Improving RAG for Multi-Hop Queries using Database Filtering with LLM-Extracted MetadataCode1
From RAG to QA-RAG: Integrating Generative AI for Pharmaceutical Regulatory Compliance ProcessCode1
Neural Exec: Learning (and Learning from) Execution Triggers for Prompt Injection AttacksCode1
G3: An Effective and Adaptive Framework for Worldwide Geolocalization Using Large Multi-Modality ModelsCode1
Not All Contexts Are Equal: Teaching LLMs Credibility-aware GenerationCode1
Generation of Asset Administration Shell with Large Language Model Agents: Toward Semantic Interoperability in Digital Twins in the Context of Industry 4.0Code1
MALADE: Orchestration of LLM-powered Agents with Retrieval Augmented Generation for PharmacovigilanceCode1
Benchmarking Multimodal Knowledge Conflict for Large Multimodal ModelsCode1
Finetune-RAG: Fine-Tuning Language Models to Resist Hallucination in Retrieval-Augmented GenerationCode1
Adapting to Non-Stationary Environments: Multi-Armed Bandit Enhanced Retrieval-Augmented Generation on Knowledge GraphsCode1
Federated Recommendation via Hybrid Retrieval Augmented GenerationCode1
FaithfulRAG: Fact-Level Conflict Modeling for Context-Faithful Retrieval-Augmented GenerationCode1
Familiarity-Aware Evidence Compression for Retrieval-Augmented GenerationCode1
PAKTON: A Multi-Agent Framework for Question Answering in Long Legal AgreementsCode1
Chat3GPP: An Open-Source Retrieval-Augmented Generation Framework for 3GPP DocumentsCode1
FaithBench: A Diverse Hallucination Benchmark for Summarization by Modern LLMsCode1
Flooding Spread of Manipulated Knowledge in LLM-Based Multi-Agent CommunitiesCode1
Exploring Parameter-Efficient Fine-Tuning Techniques for Code Generation with Large Language ModelsCode1
EXIT: Context-Aware Extractive Compression for Enhancing Retrieval-Augmented GenerationCode1
A RAG-Based Multi-Agent LLM System for Natural Hazard Resilience and AdaptationCode1
VulScribeR: Exploring RAG-based Vulnerability Augmentation with LLMsCode1
Evidentiality-guided Generation for Knowledge-Intensive NLP TasksCode1
Certifiably Robust RAG against Retrieval CorruptionCode1
Evaluating Retrieval Quality in Retrieval-Augmented GenerationCode1
Evaluating Very Long-Term Conversational Memory of LLM AgentsCode1
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