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 13401–13450 of 14297 papers

TitleStatusHype
Natural Language Processing for Information ExtractionCode0
Combining Lexical and Dense Retrieval for Computationally Efficient Multi-hop Question AnsweringCode0
Cross-Modal Learning with Adversarial SamplesCode0
Cross-Modality Sub-Image Retrieval using Contrastive Multimodal Image RepresentationsCode0
Moment of Untruth: Dealing with Negative Queries in Video Moment RetrievalCode0
Matchable Image Retrieval by Learning from Surface ReconstructionCode0
A Sequential Algorithm for Training Text ClassifiersCode0
Learning Retrieval Augmentation for Personalized Dialogue GenerationCode0
Cross-Modal Interaction Networks for Query-Based Moment Retrieval in VideosCode0
Accelerated Nearest Neighbor Search with Quick ADCCode0
Multi-Perspective Relevance Matching with Hierarchical ConvNets for Social Media SearchCode0
A selectional auto-encoder approach for document image binarizationCode0
AR-RAG: Autoregressive Retrieval Augmentation for Image GenerationCode0
Adapting Learned Sparse Retrieval for Long DocumentsCode0
Learning Self-Regularized Adversarial Views for Self-Supervised Vision TransformersCode0
Bridging Data Center AI Systems with Edge Computing for Actionable Information RetrievalCode0
Noise Estimation Using Density Estimation for Self-Supervised Multimodal LearningCode0
Cross-modal Embeddings for Video and Audio RetrievalCode0
Improving Health Question Answering with Reliable and Time-Aware Evidence RetrievalCode0
Learning semantic sentence representations from visually grounded language without lexical knowledgeCode0
Improving Information Retrieval Results for Persian Documents using FarsNetCode0
Table2Vec: Neural Word and Entity Embeddings for Table Population and RetrievalCode0
Active Learning via Classifier Impact and Greedy Selection for Interactive Image RetrievalCode0
Improving language models by retrieving from trillions of tokensCode0
MatchZoo: A Learning, Practicing, and Developing System for Neural Text MatchingCode0
MatchZoo: A Toolkit for Deep Text MatchingCode0
BRENT: Bidirectional Retrieval Enhanced Norwegian TransformerCode0
MateICL: Mitigating Attention Dispersion in Large-Scale In-Context LearningCode0
An All-MLP Sequence Modeling Architecture That Excels at CopyingCode0
Improving Low-Resource Retrieval Effectiveness using Zero-Shot Linguistic Similarity TransferCode0
B-PROP: Bootstrapped Pre-training with Representative Words Prediction for Ad-hoc RetrievalCode0
Improving Medical Multi-modal Contrastive Learning with Expert AnnotationsCode0
Cross-modal Contrastive Learning with Asymmetric Co-attention Network for Video Moment RetrievalCode0
An accurate retrieval through R-MAC+ descriptors for landmark recognitionCode0
Boundary-aware Backward-Compatible Representation via Adversarial Learning in Image RetrievalCode0
Match-Prompt: Improving Multi-task Generalization Ability for Neural Text Matching via Prompt LearningCode0
Improving Multitask Retrieval by Promoting Task SpecializationCode0
More Complete Resultset Retrieval from Large Heterogeneous RDF SourcesCode0
Cross-Modal Coherence for Text-to-Image RetrievalCode0
Bottleneck-Minimal Indexing for Generative Document RetrievalCode0
ReFusion: Improving Natural Language Understanding with Computation-Efficient Retrieval Representation FusionCode0
Neural Ranking Models with Weak SupervisionCode0
Self-Bootstrapped Visual-Language Model for Knowledge Selection and Question AnsweringCode0
Improving Neural Ranking Models with Traditional IR MethodsCode0
Learning Spatial-context-aware Global Visual Feature Representation for Instance Image RetrievalCode0
MoRE: Multi-Modal Contrastive Pre-training with Transformers on X-Rays, ECGs, and Diagnostic ReportCode0
A DQN-based Approach to Finding Precise Evidences for Fact VerificationCode0
Cross-Modal Attribute Insertions for Assessing the Robustness of Vision-and-Language LearningCode0
A Dataset and Framework for Learning State-invariant Object RepresentationsCode0
AMuRD: Annotated Arabic-English Receipt Dataset for Key Information Extraction and ClassificationCode0
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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