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 13251–13300 of 14297 papers

TitleStatusHype
Category-Level Pose Retrieval with Contrastive Features Learnt with Occlusion AugmentationCode0
A standardized Project Gutenberg corpus for statistical analysis of natural language and quantitative linguisticsCode0
An Autoencoder Architecture for L-band Passive Microwave Retrieval of Landscape Freeze-Thaw CycleCode0
MAGID: An Automated Pipeline for Generating Synthetic Multi-modal DatasetsCode0
Illusions of Relevance: Using Content Injection Attacks to Deceive Retrievers, Rerankers, and LLM JudgesCode0
Learning Deep Local Features With Multiple Dynamic Attentions for Large-Scale Image RetrievalCode0
Learning Deep Nearest Neighbor Representations Using Differentiable Boundary TreesCode0
Accelerating Hopfield Network Dynamics: Beyond Synchronous Updates and Forward EulerCode0
Learning Deep Representations of Fine-grained Visual DescriptionsCode0
NeuralMind-UNICAMP at 2022 TREC NeuCLIR: Large Boring Rerankers for Cross-lingual RetrievalCode0
Named Entity Recognition with Extremely Limited DataCode0
Image as a Foreign Language: BEiT Pretraining for All Vision and Vision-Language TasksCode0
Caseformer: Pre-training for Legal Case Retrieval Based on Inter-Case DistinctionsCode0
Modeling Sequential Sentence Relation to Improve Cross-lingual Dense RetrievalCode0
Image-Based Place Recognition on Bucolic Environment Across Seasons From Semantic Edge DescriptionCode0
Dataset and Benchmark for Urdu Natural Scenes Text Detection, Recognition and Visual Question AnsweringCode0
Associative Long Short-Term MemoryCode0
Data Fusion of Synthetic Query Variants With Generative Large Language ModelsCode0
Majority Voting with Bidirectional Pre-translation For Bitext RetrievalCode0
Image Captioning with Deep Bidirectional LSTMsCode0
Cited Text Spans for Citation Text GenerationCode0
Case-Based Reasoning with Language Models for Classification of Logical FallaciesCode0
Image classification and retrieval with random depthwise signed convolutional neural networksCode0
Cascading Hierarchical Networks with Multi-task Balanced Loss for Fine-grained hashingCode0
Data Cleansing with Contrastive Learning for Vocal Note Event AnnotationsCode0
Learning Discriminative 3D Shape Representations by View Discerning NetworksCode0
Image Hashing by Minimizing Discrete Component-wise Wasserstein DistanceCode0
Associative Knowledge Graphs for Efficient Sequence Storage and RetrievalCode0
Assisting the Human Fact-Checkers: Detecting All Previously Fact-Checked Claims in a DocumentCode0
Name Disambiguation in Anonymized Graphs using Network EmbeddingCode0
Learning Disentangled Representations of Texts with Application to Biomedical AbstractsCode0
Data Augmentation using Random Image Cropping and Patching for Deep CNNsCode0
Classification is a Strong Baseline for Deep Metric LearningCode0
Learning Disentangled Representations via Mutual Information EstimationCode0
ImageRef-VL: Enabling Contextual Image Referencing in Vision-Language ModelsCode0
CASCADE Your Datasets for Cross-Mode Knowledge Retrieval of Language ModelsCode0
Learning Dual Retrieval Module for Semi-supervised Relation ExtractionCode0
Learning Dynamic Author Representations with Temporal Language ModelsCode0
Assisted Knowledge Graph Authoring: Human-Supervised Knowledge Graph Construction from Natural LanguageCode0
Object category learning and retrieval with weak supervisionCode0
Learning Efficient and Generalizable Graph Retriever for Knowledge-Graph Question AnsweringCode0
NAPReg: Nouns As Proxies Regularization for Semantically Aware Cross-Modal EmbeddingsCode0
Adversarial Hubness in Multi-Modal RetrievalCode0
Retrieval Augmented Deep Anomaly Detection for Tabular DataCode0
Data Augmentation for Biomedical Factoid Question AnsweringCode0
Cartesian K-MeansCode0
CAREL: Instruction-guided reinforcement learning with cross-modal auxiliary objectivesCode0
Data Attribution for Diffusion Models: Timestep-induced Bias in Influence EstimationCode0
Modeling the Music Genre Perception across Language-Bound CulturesCode0
Capturing Conversion Rate Fluctuation during Sales Promotions: A Novel Historical Data Reuse ApproachCode0
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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