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 9501–9525 of 14297 papers

TitleStatusHype
Languages in Multilingual Speech Foundation Models Align Both Phonetically and Semantically—0
LANNS: A Web-Scale Approximate Nearest Neighbor Lookup System—0
LAPIS: Language Model-Augmented Police Investigation System—0
LA-RAG:Enhancing LLM-based ASR Accuracy with Retrieval-Augmented Generation—0
LARA: Linguistic-Adaptive Retrieval-Augmentation for Multi-Turn Intent Classification—0
Large Associative Memory Problem in Neurobiology and Machine Learning—0
Large Language Model Augmented Exercise Retrieval for Personalized Language Learning—0
Large Language Model Enhanced Multi-Agent Systems for 6G Communications—0
LLM4Causal: Democratized Causal Tools for Everyone via Large Language Model—0
Large Language Model Informed Patent Image Retrieval—0
Large Language Models and Prompt Engineering for Biomedical Query Focused Multi-Document Summarisation—0
Large Language Models are Strong Zero-Shot Retriever—0
Large Language Model as Universal Retriever in Industrial-Scale Recommender System—0
Large Language Models as Foundations for Next-Gen Dense Retrieval: A Comprehensive Empirical Assessment—0
Large Language Models Can Be Used to Estimate the Latent Positions of Politicians—0
Large Language Models for Captioning and Retrieving Remote Sensing Images—0
Large Language Models Know What Makes Exemplary Contexts—0
Large Language Models: New Opportunities for Access to Science—0
Large Language Models vs. Search Engines: Evaluating User Preferences Across Varied Information Retrieval Scenarios—0
Large Language Models with Retrieval-Augmented Generation for Zero-Shot Disease Phenotyping—0
Large Margin Learning in Set to Set Similarity Comparison for Person Re-identification—0
Large-margin Learning of Compact Binary Image Encodings—0
Large Multi-lingual, Multi-level and Multi-genre Annotation Corpus—0
Large scale biomedical texts classification: a kNN and an ESA-based approaches—0
Large-scale Building Height Retrieval from Single SAR Imagery based on Bounding Box Regression Networks—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