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Retrieval-augmented Generation

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TitleStatusHype
MMRAG: Multi-Mode Retrieval-Augmented Generation with Large Language Models for Biomedical In-Context Learning—0
Automated Query-Product Relevance Labeling using Large Language Models for E-commerce Search—0
Retrieval-Augmented Speech Recognition Approach for Domain Challenges—0
Pub-Guard-LLM: Detecting Fraudulent Biomedical Articles with Reliable ExplanationsCode0
Cross-Format Retrieval-Augmented Generation in XR with LLMs for Context-Aware Maintenance Assistance—0
Is Relevance Propagated from Retriever to Generator in RAG?—0
A Socratic RAG Approach to Connect Natural Language Queries on Research Topics with Knowledge Organization Systems—0
From RAG to Memory: Non-Parametric Continual Learning for Large Language ModelsCode7
On the Influence of Context Size and Model Choice in Retrieval-Augmented Generation SystemsCode0
KITAB-Bench: A Comprehensive Multi-Domain Benchmark for Arabic OCR and Document Understanding—0
Benchmarking Multimodal RAG through a Chart-based Document Question-Answering Generation FrameworkCode0
WavRAG: Audio-Integrated Retrieval Augmented Generation for Spoken Dialogue Models—0
Fact or Guesswork? Evaluating Large Language Model's Medical Knowledge with Structured One-Hop Judgment—0
EpMAN: Episodic Memory AttentioN for Generalizing to Longer Contexts—0
PaperHelper: Knowledge-Based LLM QA Paper Reading Assistant—0
FIND: Fine-grained Information Density Guided Adaptive Retrieval-Augmented Generation for Disease Diagnosis—0
Towards Adaptive Memory-Based Optimization for Enhanced Retrieval-Augmented Generation—0
Collaborative Retrieval for Large Language Model-based Conversational Recommender SystemsCode1
Towards Context-Robust LLMs: A Gated Representation Fine-tuning Approach—0
Personalized Education with Generative AI and Digital Twins: VR, RAG, and Zero-Shot Sentiment Analysis for Industry 4.0 Workforce Development—0
TrustRAG: An Information Assistant with Retrieval Augmented GenerationCode5
RAG-Gym: Optimizing Reasoning and Search Agents with Process Supervision—0
Are Large Language Models In-Context Graph Learners?—0
RGAR: Recurrence Generation-augmented Retrieval for Factual-aware Medical Question Answering—0
Towards Geo-Culturally Grounded LLM Generations—0
DH-RAG: A Dynamic Historical Context-Powered Retrieval-Augmented Generation Method for Multi-Turn Dialogue—0
Retrieval-augmented systems can be dangerous medical communicators—0
HopRAG: Multi-Hop Reasoning for Logic-Aware Retrieval-Augmented Generation—0
PathRAG: Pruning Graph-based Retrieval Augmented Generation with Relational PathsCode3
Towards an automated workflow in materials science for combining multi-modal simulative and experimental information using data mining and large language models—0
Oreo: A Plug-in Context Reconstructor to Enhance Retrieval-Augmented Generation—0
Language Models are Few-Shot Graders—0
RAPID: Retrieval Augmented Training of Differentially Private Diffusion ModelsCode0
SearchRAG: Can Search Engines Be Helpful for LLM-based Medical Question Answering?—0
REAL-MM-RAG: A Real-World Multi-Modal Retrieval Benchmark—0
SmartLLM: Smart Contract Auditing using Custom Generative AI—0
Cognitive-Aligned Document Selection for Retrieval-augmented Generation—0
Revisiting Robust RAG: Do We Still Need Complex Robust Training in the Era of Powerful LLMs?—0
FineFilter: A Fine-grained Noise Filtering Mechanism for Retrieval-Augmented Large Language Models—0
Exploring Large Language Models in Healthcare: Insights into Corpora Sources, Customization Strategies, and Evaluation Metrics—0
Does RAG Really Perform Bad For Long-Context Processing?—0
FaMTEB: Massive Text Embedding Benchmark in Persian Language—0
Fast or Better? Balancing Accuracy and Cost in Retrieval-Augmented Generation with Flexible User ControlCode0
RAG vs. GraphRAG: A Systematic Evaluation and Key Insights—0
Multi-Modal Retrieval Augmentation for Open-Ended and Knowledge-Intensive Video Question Answering—0
REVERSUM: A Multi-staged Retrieval-Augmented Generation Method to Enhance Wikipedia Tail Biographies through Personal NarrativesCode0
IterQR: An Iterative Framework for LLM-based Query Rewrite in e-Commercial Search System—0
Vendi-RAG: Adaptively Trading-Off Diversity And Quality Significantly Improves Retrieval Augmented Generation With LLMs—0
Investigating Language Preference of Multilingual RAG Systems—0
RAS: Retrieval-And-Structuring for Knowledge-Intensive LLM GenerationCode2
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