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

Showing 1395114000 of 14297 papers

TitleStatusHype
Using Text to Teach Image Retrieval0
Reinforcing Question Answering Agents with Minimalist Policy Gradient Optimization0
Reinforcing Short-Length Hashing0
REIS: A High-Performance and Energy-Efficient Retrieval System with In-Storage Processing0
REJEPA: A Novel Joint-Embedding Predictive Architecture for Efficient Remote Sensing Image Retrieval0
Qwant Research @DEFT 2019: Document matching and information retrieval using clinical cases0
RelationalFactQA: A Benchmark for Evaluating Tabular Fact Retrieval from Large Language Models0
Using the Hammer Only on Nails: A Hybrid Method for Evidence Retrieval for Question Answering0
xMoCo: Cross Momentum Contrastive Learning for Open-Domain Question Answering0
Relation Extraction with Fine-Tuned Large Language Models in Retrieval Augmented Generation Frameworks0
Relative Entropy Regularised TDLAS Tomography for Robust Temperature Imaging0
Relative Order Analysis and Optimization for Unsupervised Deep Metric Learning0
Relative Upper Confidence Bound for the K-Armed Dueling Bandit Problem0
Relaxation-Free Deep Hashing via Policy Gradient0
Releasing the CRaQAn (Coreference Resolution in Question-Answering): An open-source dataset and dataset creation methodology using instruction-following models0
RelEmb: A relevance-based application embedding for Mobile App retrieval and categorization0
Using the Web as an Implicit Training Set: Application to Noun Compound Syntax and Semantics0
Relevance-based Word Embedding0
Relevance Detection in Cataract Surgery Videos by Spatio-Temporal Action Localization0
Relevance feedback strategies for recall-oriented neural information retrieval0
Qwant Research @DEFT 2019 : appariement de documents et extraction d'informations \`a partir de cas cliniques (Document matching and information retrieval using clinical cases)0
Quran Intelligent Ontology Construction Approach Using Association Rules Mining0
QurAna: Corpus of the Quran annotated with Pronominal Anaphora0
Relevance Judgment Convergence Degree -- A Measure of Inconsistency among Assessors for Information Retrieval0
Using Weak Supervision and Data Augmentation in Question Answering0
Relevance Score of Triplets Using Knowledge Graph Embedding - The Pigweed Triple Scorer at WSDM Cup 20170
Relevance Transformer: Generating Concise Code Snippets with Relevance Feedback0
RELexED: Retrieval-Enhanced Legal Summarization with Exemplar Diversity0
QUPID: Quantified Understanding for Enhanced Performance, Insights, and Decisions in Korean Search Engines0
Using Word Embeddings for Automatic Query Expansion0
Reliable, Adaptable, and Attributable Language Models with Retrieval0
Reliable and Efficient Evaluation of Adversarial Robustness for Deep Hashing-Based Retrieval0
Reliable Confidence Intervals for Information Retrieval Evaluation Using Generative A.I0
Reliable Linearized Phase Retrieval for Near-Field Antenna Measurements with Truncated Measurement Surfaces0
Reliable Prediction Errors for Deep Neural Networks Using Test-Time Dropout0
RELiC: Retrieving Evidence for Literary Claims0
Quotient Space-Based Keyword Retrieval in Sponsored Search0
Collaborative Group: Composed Image Retrieval via Consensus Learning from Noisy Annotations0
RELink: A Research Framework and Test Collection for Entity-Relationship Retrieval0
QuOTE: Question-Oriented Text Embeddings0
RelocNet: Continuous Metric Learning Relocalisation using Neural Nets0
QUOTE: "Querying" Users as Oracles in Tag Engines - A Semi-Supervised Learning Approach to Personalized Image Tagging0
REMAP: Multi-layer entropy-guided pooling of dense CNN features for image retrieval0
Quoka Atlas of Scholarly Knowledge Production: An Interactive Sensemaking Tool for Exploring the Outputs of Research Institutions0
UsingWord Embeddings for Query Translation for Hindi to English Cross Language Information Retrieval0
QuIM-RAG: Advancing Retrieval-Augmented Generation with Inverted Question Matching for Enhanced QA Performance0
Remedies against the Vocabulary Gap in Information Retrieval0
Remembering What Is Important: A Factorised Multi-Head Retrieval and Auxiliary Memory Stabilisation Scheme for Human Motion Prediction0
QUILL: Query Intent with Large Language Models using Retrieval Augmentation and Multi-stage Distillation0
Reminding Multimodal Large Language Models of Object-aware Knowledge with Retrieved Tags0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second183.53Unverified
2ElasticsearchQueries per second21.8Unverified
3BM25-PTQueries per second6.49Unverified
4Rank-BM25Queries per second1.18Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second20.88Unverified
2ElasticsearchQueries per second7.11Unverified
3Rank-BM25Queries per second0.04Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second41.85Unverified
2ElasticsearchQueries per second12.16Unverified
3Rank-BM25Queries per second0.1Unverified
#ModelMetricClaimedVerifiedStatus
1FLMRRecall@589.32Unverified
2RA-VQARecall@582.84Unverified
#ModelMetricClaimedVerifiedStatus
1PreFLMRRecall@562.1Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP-KIStext-to-video Mean Rank30Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4OutfitRecall@57.59Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1Unverified
#ModelMetricClaimedVerifiedStatus
1COLTCOMP@84.55Unverified
#ModelMetricClaimedVerifiedStatus
1hello0L1,121,222Unverified