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

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Showing 7401–7425 of 14297 papers

TitleStatusHype
Learning Graph Edit Distance by Graph Neural Networks—0
Learning Hard Retrieval Decoder Attention for Transformers—0
Enhancing Retrieval-Augmented Audio Captioning with Generation-Assisted Multimodal Querying and Progressive Learning—0
Learning Hash Function through Codewords—0
Learning Health-Bots from Training Data that was Automatically Created using Paraphrase Detection and Expert Knowledge—0
Learning Hierarchical Discrete Linguistic Units from Visually-Grounded Speech—0
How to Train Triplet Networks with 100K Identities?—0
Learning High-level Image Representation for Image Retrieval via Multi-Task DNN using Clickthrough Data—0
Learning Illumination Patterns for Coded Diffraction Phase Retrieval—0
Learning Image Information for eCommerce Queries—0
How to Search the Internet Archive Without Indexing It—0
COVID-19 Literature Mining and Retrieval using Text Mining Approaches—0
How to Retrieve Examples in In-context Learning to Improve Conversational Emotion Recognition using Large Language Models?—0
How to Read Paintings: Semantic Art Understanding with Multi-Modal Retrieval—0
COVID-19 Knowledge Graph: Accelerating Information Retrieval and Discovery for Scientific Literature—0
Learning Joint Embedding with Modality Alignments for Cross-Modal Retrieval of Recipes and Food Images—0
Audio Captioning using Pre-Trained Large-Scale Language Model Guided by Audio-based Similar Caption Retrieval—0
How to Make Cross Encoder a Good Teacher for Efficient Image-Text Retrieval?—0
How to Handle Sketch-Abstraction in Sketch-Based Image Retrieval?—0
Learning Joint Visual Semantic Matching Embeddings for Language-guided Retrieval—0
Covariance Descriptors for 3D Shape Matching and Retrieval—0
How to do lexical quality estimation of a large OCRed historical Finnish newspaper collection with scarce resources—0
Coupling Symbolic Reasoning with Language Modeling for Efficient Longitudinal Understanding of Unstructured Electronic Medical Records—0
How to Build Robust FAQ Chatbot with Controllable Question Generator?—0
How to Build an AI Tutor That Can Adapt to Any Course Using Knowledge Graph-Enhanced Retrieval-Augmented Generation (KG-RAG)—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