SOTAVerified

Retrieval

A methodology that involves selecting relevant data or examples from a large dataset to support tasks like prediction, learning, or inference. It enhances models by providing context or additional information, often used in systems like retrieval-augmented generation or in-context learning.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 3751–3800 of 14297 papers

TitleStatusHype
Spatial-RAG: Spatial Retrieval Augmented Generation for Real-World Geospatial Reasoning Questions—0
SCALM: Detecting Bad Practices in Smart Contracts Through LLMs—0
VisTA: Vision-Text Alignment Model with Contrastive Learning using Multimodal Data for Evidence-Driven, Reliable, and Explainable Alzheimer's Disease Diagnosis—0
DeepRAG: Thinking to Retrieval Step by Step for Large Language Models—0
Topic-FlipRAG: Topic-Orientated Adversarial Opinion Manipulation Attacks to Retrieval-Augmented Generation Models—0
Position: Towards a Responsible LLM-empowered Multi-Agent Systems—0
PtyGenography: using generative models for regularization of the phase retrieval problem—0
ChartCitor: Multi-Agent Framework for Fine-Grained Chart Visual Attribution—0
On Overlap Ratio in Defocused Electron Ptychography—0
Enhancing Code Consistency in AI Research with Large Language Models and Retrieval-Augmented Generation—0
RealRAG: Retrieval-augmented Realistic Image Generation via Self-reflective Contrastive Learning—0
Emancipatory Information Retrieval—0
Text Data Augmentation for Large Language Models: A Comprehensive Survey of Methods, Challenges, and Opportunities—0
Self-Supervised Cross-Modal Text-Image Time Series Retrieval in Remote Sensing—0
LLM Program Optimization via Retrieval Augmented Search—0
Illusions of Relevance: Using Content Injection Attacks to Deceive Retrievers, Rerankers, and LLM JudgesCode0
Hierarchical Multi-field Representations for Two-Stage E-commerce Retrieval—0
Can we Retrieve Everything All at Once? ARM: An Alignment-Oriented LLM-based Retrieval Method—0
WARP: An Efficient Engine for Multi-Vector Retrieval—0
Leveraging In-Context Learning and Retrieval-Augmented Generation for Automatic Question Generation in Educational Domains—0
Solving Inverse Problems using Diffusion with Fast Iterative Renoising—0
Open-Source Retrieval Augmented Generation Framework for Retrieving Accurate Medication Insights from Formularies for African Healthcare Workers—0
Document Screenshot Retrievers are Vulnerable to Pixel Poisoning AttacksCode0
Optimizing Code Runtime Performance through Context-Aware Retrieval-Augmented GenerationCode0
Balancing Content Size in RAG-Text2SQL System—0
Enhanced Retrieval of Long Documents: Leveraging Fine-Grained Block Representations with Large Language Models—0
PISCO: Pretty Simple Compression for Retrieval-Augmented Generation—0
RAPID: Retrieval-Augmented Parallel Inference Drafting for Text-Based Video Event Retrieval—0
Options-Aware Dense Retrieval for Multiple-Choice query Answering—0
INRet: A General Framework for Accurate Retrieval of INRs for Shapes—0
Making Sense of Data in the Wild: Data Analysis Automation at Scale—0
Provence: efficient and robust context pruning for retrieval-augmented generation—0
Separate This, and All of these Things Around It: Music Source Separation via Hyperellipsoidal Queries—0
Advancing Generative Artificial Intelligence and Large Language Models for Demand Side Management with Internet of Electric Vehicles—0
Unveiling the Potential of Multimodal Retrieval Augmented Generation with Planning—0
Zero-Shot Interactive Text-to-Image Retrieval via Diffusion-Augmented Representations—0
SEAL: Speech Embedding Alignment Learning for Speech Large Language Model with Retrieval-Augmented Generation—0
Graph-Based Cross-Domain Knowledge Distillation for Cross-Dataset Text-to-Image Person Retrieval—0
SEAL: Scaling to Emphasize Attention for Long-Context Retrieval—0
Technology Mapping with Large Language Models—0
Federated Retrieval Augmented Generation for Multi-Product Question Answering—0
ASRank: Zero-Shot Re-Ranking with Answer Scent for Document Retrieval—0
CG-RAG: Research Question Answering by Citation Graph Retrieval-Augmented LLMs—0
Search results diversification in competitive search—0
On Correlating Factors for Domain Adaptation Performance—0
GraPPI: A Retrieve-Divide-Solve GraphRAG Framework for Large-scale Protein-protein Interaction ExplorationCode0
Interpretability Analysis of Domain Adapted Dense Retrievers—0
Wormhole Memory: A Rubik's Cube for Cross-Dialogue Retrieval—0
WaveMax: Radar Waveform Design via Convex Maximization of FrFT Phase Retrieval—0
Chain-of-Retrieval Augmented Generation—0
Show:102550
← PrevPage 76 of 286Next →
All datasetsQuora Question PairsHotpotQANatural QuestionsOK-VQAInfoSeekMVKPolyvorePubMedQAPubMedQA corpus with metadataToolLensคลิปไวรัล!! ไอซ์ ปรีชญา ลืมปิดไลฟ์สดตอนอาบน้ำ ถูกแชร์กระหึ่มเน็ต

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second183.53—Unverified
2ElasticsearchQueries per second21.8—Unverified
3BM25-PTQueries per second6.49—Unverified
4Rank-BM25Queries per second1.18—Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second20.88—Unverified
2ElasticsearchQueries per second7.11—Unverified
3Rank-BM25Queries per second0.04—Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second41.85—Unverified
2ElasticsearchQueries per second12.16—Unverified
3Rank-BM25Queries per second0.1—Unverified
#ModelMetricClaimedVerifiedStatus
1FLMRRecall@589.32—Unverified
2RA-VQARecall@582.84—Unverified
#ModelMetricClaimedVerifiedStatus
1PreFLMRRecall@562.1—Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP-KIStext-to-video Mean Rank30—Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4OutfitRecall@57.59—Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1—Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1—Unverified
#ModelMetricClaimedVerifiedStatus
1COLTCOMP@84.55—Unverified
#ModelMetricClaimedVerifiedStatus
1hello0L1,121,222—Unverified