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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

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Showing 1551–1575 of 14297 papers

TitleStatusHype
ShotVL: Human-Centric Highlight Frame Retrieval via Language Queries—0
PERC: Plan-As-Query Example Retrieval for Underrepresented Code Generation—0
AIR-Bench: Automated Heterogeneous Information Retrieval BenchmarkCode2
Enabling Low-Resource Language Retrieval: Establishing Baselines for Urdu MS MARCOCode0
RAG-Star: Enhancing Deliberative Reasoning with Retrieval Augmented Verification and Refinement—0
RemoteRAG: A Privacy-Preserving LLM Cloud RAG Service—0
RA-SGG: Retrieval-Augmented Scene Graph Generation Framework via Multi-Prototype LearningCode1
PerSphere: A Comprehensive Framework for Multi-Faceted Perspective Retrieval and SummarizationCode0
OmniEval: An Omnidirectional and Automatic RAG Evaluation Benchmark in Financial DomainCode2
Advanced ingestion process powered by LLM parsing for RAG system—0
Unanswerability Evaluation for Retrieval Augmented Generation—0
Searching Personal Collections—0
RAG Playground: A Framework for Systematic Evaluation of Retrieval Strategies and Prompt Engineering in RAG SystemsCode1
BioRAGent: A Retrieval-Augmented Generation System for Showcasing Generative Query Expansion and Domain-Specific Search for Scientific Q&ACode0
A Distributed Collaborative Retrieval Framework Excelling in All Queries and Corpora based on Zero-shot Rank-Oriented Automatic Evaluation—0
Establishing a Foundation for Tetun Ad-Hoc Text Retrieval: Stemming, Indexing, Retrieval, and Ranking—0
Leveraging User-Generated Metadata of Online Videos for Cover Song Identification—0
AUEB-Archimedes at RIRAG-2025: Is obligation concatenation really all you need?Code0
FinLoRA: Finetuning Quantized Financial Large Language Models Using Low-Rank Adaptation—0
Optimized Quran Passage Retrieval Using an Expanded QA Dataset and Fine-Tuned Language Models—0
Online Writer Retrieval with Chinese Handwritten Phrases: A Synergistic Temporal-Frequency Representation Learning ApproachCode2
ColorFlow: Retrieval-Augmented Image Sequence Colorization—0
A Method for Detecting Legal Article Competition for Korean Criminal Law Using a Case-augmented Mention GraphCode0
RetroLLM: Empowering Large Language Models to Retrieve Fine-grained Evidence within GenerationCode2
Investigating Mixture of Experts in Dense Retrieval—0
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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