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Retrieval-augmented Generation

Papers

Showing 14511500 of 2196 papers

TitleStatusHype
LoRA-Contextualizing Adaptation of Large Multimodal Models for Long Document Understanding0
E2E-AFG: An End-to-End Model with Adaptive Filtering for Retrieval-Augmented Generation0
AttackQA: Development and Adoption of a Dataset for Assisting Cybersecurity Operations using Fine-tuned and Open-Source LLMs0
Towards Multi-Source Retrieval-Augmented Generation via Synergizing Reasoning and Preference-Driven Retrieval0
LLM-Ref: Enhancing Reference Handling in Technical Writing with Large Language Models0
Provenance: A Light-weight Fact-checker for Retrieval Augmented LLM Generation Output0
CORAG: A Cost-Constrained Retrieval Optimization System for Retrieval-Augmented Generation0
Unified Generative and Discriminative Training for Multi-modal Large Language Models0
JudgeRank: Leveraging Large Language Models for Reasoning-Intensive Reranking0
LEAF: Learning and Evaluation Augmented by Fact-Checking to Improve Factualness in Large Language Models0
Responsible Retrieval Augmented Generation for Climate Decision Making from Documents0
HijackRAG: Hijacking Attacks against Retrieval-Augmented Large Language Models0
Long^2RAG: Evaluating Long-Context & Long-Form Retrieval-Augmented Generation with Key Point Recall0
Eliciting Critical Reasoning in Retrieval-Augmented Language Models via Contrastive Explanations0
Mind the Gap: A Generalized Approach for Cross-Modal Embedding Alignment0
Retrieval-Augmented Generation with Estimation of Source Reliability0
Dynamic Strategy Planning for Efficient Question Answering with Large Language Models0
Semantic Enrichment of the Quantum Cascade Laser Properties in Text- A Knowledge Graph Generation ApproachCode0
GraphAide: Advanced Graph-Assisted Query and Reasoning System0
Not All Languages are Equal: Insights into Multilingual Retrieval-Augmented GenerationCode0
Understanding Synthetic Context Extension via Retrieval Heads0
Improving In-Context Learning with Small Language Model EnsemblesCode0
Combining Domain-Specific Models and LLMs for Automated Disease Phenotyping from Survey Data0
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
Calibrated Decision-Making through LLM-Assisted Retrieval0
PlanRAG: Planning-guided Retrieval Augmented Generation0
CRAT: A Multi-Agent Framework for Causality-Enhanced Reflective and Retrieval-Augmented Translation with Large Language Models0
LLMs are Biased Evaluators But Not Biased for Retrieval Augmented GenerationCode0
WindTunnel -- A Framework for Community Aware Sampling of Large Corpora0
R^3AG: First Workshop on Refined and Reliable Retrieval Augmented Generation0
LLM Robustness Against Misinformation in Biomedical Question AnsweringCode0
Multi-Field Adaptive Retrieval0
EfficientEQA: An Efficient Approach for Open Vocabulary Embodied Question Answering0
Generative AI in Health Economics and Outcomes Research: A Taxonomy of Key Definitions and Emerging Applications, an ISPOR Working Group Report0
Mask-based Membership Inference Attacks for Retrieval-Augmented Generation0
ChunkRAG: Novel LLM-Chunk Filtering Method for RAG Systems0
An LLM Agent for Automatic Geospatial Data Analysis0
Aggregated Knowledge Model: Enhancing Domain-Specific QA with Fine-Tuned and Retrieval-Augmented Generation Models0
Leveraging the Domain Adaptation of Retrieval Augmented Generation Models for Question Answering and Reducing Hallucination0
SimRAG: Self-Improving Retrieval-Augmented Generation for Adapting Large Language Models to Specialized Domains0
Distill-SynthKG: Distilling Knowledge Graph Synthesis Workflow for Improved Coverage and Efficiency0
IPL: Leveraging Multimodal Large Language Models for Intelligent Product Listing0
ViMGuard: A Novel Multi-Modal System for Video Misinformation Guarding0
Using GPT Models for Qualitative and Quantitative News Analytics in the 2024 US Presidental Election Process0
Improve Dense Passage Retrieval with Entailment Tuning0
RAC: Efficient LLM Factuality Correction with Retrieval AugmentationCode0
RAG4ITOps: A Supervised Fine-Tunable and Comprehensive RAG Framework for IT Operations and Maintenance0
Leveraging Retrieval-Augmented Generation for Culturally Inclusive Hakka Chatbots: Design Insights and User Perceptions0
Who's Who: Large Language Models Meet Knowledge Conflicts in PracticeCode0
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