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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 1951–1975 of 14297 papers

TitleStatusHype
HPI-DHC at TREC 2018 Precision Medicine TrackCode1
Hyperbolic Image EmbeddingsCode1
How Does the Textual Information Affect the Retrieval of Multimodal In-Context Learning?Code1
CityFlow-NL: Tracking and Retrieval of Vehicles at City Scale by Natural Language DescriptionsCode1
Citation-Enhanced Generation for LLM-based ChatbotsCode1
Frame-wise Cross-modal Matching for Video Moment RetrievalCode1
Birdie: Advancing State Space Models with Reward-Driven Objectives and CurriculaCode1
BirdSAT: Cross-View Contrastive Masked Autoencoders for Bird Species Classification and MappingCode1
A Generic Visualization Approach for Convolutional Neural NetworksCode1
How Can Graph Neural Networks Help Document Retrieval: A Case Study on CORD19 with Concept Map GenerationCode1
GLOW : Global Weighted Self-Attention Network for Web SearchCode1
From Association to Generation: Text-only Captioning by Unsupervised Cross-modal MappingCode1
How Easily do Irrelevant Inputs Skew the Responses of Large Language Models?Code1
Circle Loss: A Unified Perspective of Pair Similarity OptimizationCode1
Hot-Refresh Model Upgrades with Regression-Alleviating Compatible Training in Image RetrievalCode1
ChMusic: A Traditional Chinese Music Dataset for Evaluation of Instrument RecognitionCode1
An Interactive Multi-modal Query Answering System with Retrieval-Augmented Large Language ModelsCode1
A Comprehensive Survey and Experimental Comparison of Graph-Based Approximate Nearest Neighbor SearchCode1
ClashEval: Quantifying the tug-of-war between an LLM's internal prior and external evidenceCode1
RALLRec: Improving Retrieval Augmented Large Language Model Recommendation with Representation LearningCode1
HLATR: Enhance Multi-stage Text Retrieval with Hybrid List Aware Transformer RerankingCode1
ChiQA: A Large Scale Image-based Real-World Question Answering Dataset for Multi-Modal UnderstandingCode1
A Prior Instruction Representation Framework for Remote Sensing Image-text RetrievalCode1
ChiTransformer:Towards Reliable Stereo from CuesCode1
HOC-Search: Efficient CAD Model and Pose Retrieval from RGB-D ScansCode1
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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