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 9851–9875 of 14297 papers

TitleStatusHype
Leveraging Multi-lingual Positive Instances in Contrastive Learning to Improve Sentence Embedding—0
Leveraging Query Resolution and Reading Comprehension for Conversational Passage Retrieval—0
Leveraging Retrieval-Augmented Generation for Culturally Inclusive Hakka Chatbots: Design Insights and User Perceptions—0
Leveraging Retrieval-Augmented Generation for Persian University Knowledge Retrieval—0
Leveraging Retrieval-Augmented Tags for Large Vision-Language Understanding in Complex Scenes—0
Leveraging Schema Labels to Enhance Dataset Search—0
Leveraging Semantic and Lexical Matching to Improve the Recall of Document Retrieval Systems: A Hybrid Approach—0
Leveraging Sparsity for Efficient Submodular Data Summarization—0
Leveraging Translation For Optimal Recall: Tailoring LLM Personalization With User Profiles—0
Leveraging Unlabeled Data for Sketch-based Understanding—0
Leveraging User-Generated Metadata of Online Videos for Cover Song Identification—0
Leveraging Visual Question Answering for Image-Caption Ranking—0
Leveraging Weakly Annotated Data for Fashion Image Retrieval and Label Prediction—0
Leveraging web resources for keyword assignment to short text documents—0
LEWIS: Latent Embeddings for Word Images and their Semantics—0
Lexical Learning as an Online Optimal Experiment: Building Efficient Search Engines through Human-Machine Collaboration—0
Lexical-Morphological Modeling for Legal Text Analysis—0
Lexical Networks in !Xung—0
Lexical Representation \& Retrieval on Monolingual Interpretative text production—0
Lexical Retrieval Hypothesis in Multimodal Context—0
Lexicon-Enhanced Self-Supervised Training for Multilingual Dense Retrieval—0
Lexicons from Comparable Corpora for Multilingual Information Retrieval (Lexiques de corpus comparables et recherche d'information multilingue) [in French]—0
LexiDB: Patterns \& Methods for Corpus Linguistic Database Management—0
Library of Congress Subject Heading (LCSH) Browsing and Natural Language Searching—0
LIDER: An Efficient High-dimensional Learned Index for Large-scale Dense Passage 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