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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 2426–2450 of 14297 papers

TitleStatusHype
HyPA-RAG: A Hybrid Parameter Adaptive Retrieval-Augmented Generation System for AI Legal and Policy Applications—0
FlowRetrieval: Flow-Guided Data Retrieval for Few-Shot Imitation LearningCode0
Rethinking Sparse Lexical Representations for Image Retrieval in the Age of Rising Multi-Modal Large Language Models—0
SurveySum: A Dataset for Summarizing Multiple Scientific Articles into a Survey Section—0
SynDL: A Large-Scale Synthetic Test Collection for Passage Retrieval—0
Jina-ColBERT-v2: A General-Purpose Multilingual Late Interaction Retriever—0
Efficient k-NN Search in IoT Data: Overlap Optimization in Tree-Based Indexing Structures—0
Shot Segmentation Based on Von Neumann Entropy for Key Frame Extraction—0
Temporal Attention for Cross-View Sequential Image LocalizationCode0
LRP4RAG: Detecting Hallucinations in Retrieval-Augmented Generation via Layer-wise Relevance PropagationCode3
Retrieval-Augmented Instruction Tuning for Automated Process Engineering Calculations : A Tool-Chaining Problem-Solving Framework with Attributable Reflection—0
Measuring publication relatedness using controlled vocabularies—0
A Statistical Framework for Data-dependent Retrieval-Augmented Models—0
MRSE: An Efficient Multi-modality Retrieval System for Large Scale E-commerce—0
Knowledge Discovery in Optical Music Recognition: Enhancing Information Retrieval with Instance Segmentation—0
Snap and Diagnose: An Advanced Multimodal Retrieval System for Identifying Plant Diseases in the Wild—0
Writing in the Margins: Better Inference Pattern for Long Context RetrievalCode2
Retrieval Augmented Generation for Dynamic Graph Modeling—0
MODOC: A Modular Interface for Flexible Interlinking of Text Retrieval and Text Generation FunctionsCode0
Probing Causality Manipulation of Large Language Models—0
Claim Verification in the Age of Large Language Models: A Survey—0
tabulapdf: An R Package to Extract Tables from PDF Documents—0
LexBoost: Improving Lexical Document Retrieval with Nearest NeighborsCode1
Towards Reliable Medical Question Answering: Techniques and Challenges in Mitigating Hallucinations in Language Models—0
LowCLIP: Adapting the CLIP Model Architecture for Low-Resource Languages in Multimodal Image Retrieval TaskCode0
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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