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Retrieval-augmented Generation

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Showing 1451–1475 of 2196 papers

TitleStatusHype
LoRA-Contextualizing Adaptation of Large Multimodal Models for Long Document Understanding—0
E2E-AFG: An End-to-End Model with Adaptive Filtering for Retrieval-Augmented Generation—0
AttackQA: Development and Adoption of a Dataset for Assisting Cybersecurity Operations using Fine-tuned and Open-Source LLMs—0
Towards Multi-Source Retrieval-Augmented Generation via Synergizing Reasoning and Preference-Driven Retrieval—0
LLM-Ref: Enhancing Reference Handling in Technical Writing with Large Language Models—0
Provenance: A Light-weight Fact-checker for Retrieval Augmented LLM Generation Output—0
CORAG: A Cost-Constrained Retrieval Optimization System for Retrieval-Augmented Generation—0
Unified Generative and Discriminative Training for Multi-modal Large Language Models—0
JudgeRank: Leveraging Large Language Models for Reasoning-Intensive Reranking—0
LEAF: Learning and Evaluation Augmented by Fact-Checking to Improve Factualness in Large Language Models—0
Responsible Retrieval Augmented Generation for Climate Decision Making from Documents—0
HijackRAG: Hijacking Attacks against Retrieval-Augmented Large Language Models—0
Long^2RAG: Evaluating Long-Context & Long-Form Retrieval-Augmented Generation with Key Point Recall—0
Eliciting Critical Reasoning in Retrieval-Augmented Language Models via Contrastive Explanations—0
Mind the Gap: A Generalized Approach for Cross-Modal Embedding Alignment—0
Retrieval-Augmented Generation with Estimation of Source Reliability—0
Dynamic Strategy Planning for Efficient Question Answering with Large Language Models—0
Semantic Enrichment of the Quantum Cascade Laser Properties in Text- A Knowledge Graph Generation ApproachCode0
GraphAide: Advanced Graph-Assisted Query and Reasoning System—0
Not All Languages are Equal: Insights into Multilingual Retrieval-Augmented GenerationCode0
Understanding Synthetic Context Extension via Retrieval Heads—0
Improving In-Context Learning with Small Language Model EnsemblesCode0
Combining Domain-Specific Models and LLMs for Automated Disease Phenotyping from Survey Data—0
AiSciVision: A Framework for Specializing Large Multimodal Models in Scientific Image ClassificationCode0
Geo-FuB: A Method for Constructing an Operator-Function Knowledge Base for Geospatial Code Generation Tasks Using Large Language ModelsCode0
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