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 3301–3350 of 14297 papers

TitleStatusHype
Analysis of Multivariate Scoring Functions for Automatic Unbiased Learning to RankCode0
Linked Data Triples Enhance Document Relevance ClassificationCode0
Learning a Repression Network for Precise Vehicle SearchCode0
Automatic Signboard Detection and Localization in Densely Populated Developing CitiesCode0
Cross-Modal and Hierarchical Modeling of Video and TextCode0
Data Augmentation using Random Image Cropping and Patching for Deep CNNsCode0
Learning a metric for class-conditional KNNCode0
A Unified Generative Retriever for Knowledge-Intensive Language Tasks via Prompt LearningCode0
Data Cleansing with Contrastive Learning for Vocal Note Event AnnotationsCode0
Learning a Hierarchical Latent-Variable Model of 3D ShapesCode0
Learning Audio Concepts from Counterfactual Natural LanguageCode0
Cross-Media Similarity Evaluation for Web Image Retrieval in the WildCode0
Cross-media Multi-level Alignment with Relation Attention NetworkCode0
Learnable PINs: Cross-Modal Embeddings for Person IdentityCode0
Crosslingual Transfer Learning for Low-Resource Languages Based on Multilingual Colexification GraphsCode0
LLaVA Needs More Knowledge: Retrieval Augmented Natural Language Generation with Knowledge Graph for Explaining Thoracic PathologiesCode0
LCD: Learned Cross-Domain Descriptors for 2D-3D MatchingCode0
Learned k-NN Distance EstimationCode0
Cross-lingual Retrieval for Iterative Self-Supervised TrainingCode0
Cross-Lingual Retrieval Augmented Prompt for Low-Resource LanguagesCode0
A multimodal deep learning framework for scalable content based visual media retrievalCode0
Cross-Lingual Representation Alignment Through Contrastive Image-Caption TuningCode0
LLMs are Biased Evaluators But Not Biased for Retrieval Augmented GenerationCode0
Augmenting Scientific Creativity with Retrieval across Knowledge DomainsCode0
Cross-Lingual Phrase RetrievalCode0
LawngNLI: A Long-Premise Benchmark for In-Domain Generalization from Short to Long Contexts and for Implication-Based RetrievalCode0
Cross-Lingual Low-Resource Set-to-Description Retrieval for Global E-CommerceCode0
Learning a Deep Listwise Context Model for Ranking RefinementCode0
Learning Cross-Modal Embeddings with Adversarial Networks for Cooking Recipes and Food ImagesCode0
Large Vision-Language Models for Knowledge-Grounded Data Annotation of MemesCode0
QPaug: Question and Passage Augmentation for Open-Domain Question Answering of LLMsCode0
LaSER: Language-Specific Event RecommendationCode0
AutoMIR: Effective Zero-Shot Medical Information Retrieval without Relevance LabelsCode0
Cross-lingual Information Retrieval with BERTCode0
Large-scale Stochastic Optimization of NDCG Surrogates for Deep Learning with Provable ConvergenceCode0
LaSO: Label-Set Operations networks for multi-label few-shot learningCode0
Augmenting Passage Representations with Query Generation for Enhanced Cross-Lingual Dense RetrievalCode0
Dataset and Benchmark for Urdu Natural Scenes Text Detection, Recognition and Visual Question AnsweringCode0
Cross-Lingual Document Retrieval with Smooth LearningCode0
A Multilingual Parallel Corpora Collection Effort for Indian LanguagesCode0
Cross-lingual Document Retrieval using Regularized Wasserstein DistanceCode0
Dataset Search In Biodiversity Research: Do Metadata In Data Repositories Reflect Scholarly Information Needs?Code0
Crosslingual Document Embedding as Reduced-Rank Ridge RegressionCode0
An Empirical Study of Retrieval-enhanced Graph Neural NetworksCode0
Augmenting Memory Networks for Rich and Efficient Retrieval in Grounded DialogueCode0
Large Scale Multi-Lingual Multi-Modal Summarization DatasetCode0
Date Estimation in the Wild of Scanned Historical Photos: An Image Retrieval ApproachCode0
Retrieval-Pretrained Transformer: Long-range Language Modeling with Self-retrievalCode0
Large-Scale Location Recognition and the Geometric Burstiness ProblemCode0
Cross-lingual Contextualized Phrase RetrievalCode0
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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