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 8651–8700 of 14297 papers

TitleStatusHype
DoSSIER@COLIEE 2021: Leveraging dense retrieval and summarization-based re-ranking for case law retrievalCode0
DistillPose: Lightweight Camera Localization Using Auxiliary Learning—0
Multi-modal Retrieval of Tables and Texts Using Tri-encoder Models—0
Learning Joint Embedding with Modality Alignments for Cross-Modal Retrieval of Recipes and Food Images—0
Zero in on Shape: A Generic 2D-3D Instance Similarity Metric learned from Synthetic Data—0
PSGR: Pixel-wise Sparse Graph Reasoning for COVID-19 Pneumonia Segmentation in CT Images—0
Image Retrieval on Real-life Images with Pre-trained Vision-and-Language ModelsCode1
PoolRank: Max/Min Pooling-based Ranking Loss for Listwise Learning & Ranking Balance—0
Skeleton-Contrastive 3D Action Representation LearningCode1
Hierarchical View Predictor: Unsupervised 3D Global Feature Learning through Hierarchical Prediction among Unordered Views—0
Adaptive label-aware graph convolutional networks for cross-modal retrievalCode1
Creating and Querying Personalized Versions of Wikidata on a Laptop—0
DOLG: Single-Stage Image Retrieval with Deep Orthogonal Fusion of Local and Global FeaturesCode1
Distilling Transformers for Neural Cross-Domain Search—0
Dual-Tuning: Joint Prototype Transfer and Structure Regularization for Compatible Feature LearningCode0
Video Contrastive Learning with Global ContextCode1
Structured Multi-modal Feature Embedding and Alignment for Image-Sentence Retrieval—0
CNN Based Autoencoder Application in Breast Cancer Image RetrievalCode1
Transfer Learning for Pose Estimation of Illustrated CharactersCode1
Learning Compatible EmbeddingsCode1
Predicting Music Relistening Behavior Using the ACT-R FrameworkCode0
ICECAP: Information Concentrated Entity-aware Image CaptioningCode0
Towards a Better Understanding Human Reading Comprehension with Brain SignalsCode0
Nonconvex Factorization and Manifold Formulations are Almost Equivalent in Low-rank Matrix Optimization—0
iART: A Search Engine for Art-Historical Images to Support Research in the HumanitiesCode0
Learning TFIDF Enhanced Joint Embedding for Recipe-Image Cross-Modal Retrieval ServiceCode0
Jointly Optimizing Query Encoder and Product Quantization to Improve Retrieval PerformanceCode1
ConveRT for FAQ AnsweringCode0
Self-supervised Answer Retrieval on Clinical Notes—0
Knowledge Informed Semantic Parsing for Conversational Question Answering—0
Preserving Cross-Linguality of Pre-trained Models via Continual Learning—0
In-Batch Negatives for Knowledge Distillation with Tightly-Coupled Teachers for Dense Retrieval—0
Dynamic Facet Selection by Maximizing Graded RelevanceCode0
基于结构检索的汉语介动搭配知识库构建(Construction of Preposition-verb Knowledge Base Based on Structure Retrieval)—0
Bag-of-Words Baselines for Semantic Code Search—0
Combining semantic search and twin product classification for recognition of purchasable items in voice shopping—0
Multimodal or Text? Retrieval or BERT? Benchmarking Classifiers for the Shared Task on Hateful Memes—0
“Are you calling for the vaporizer you ordered?” Combining Search and Prediction to Identify Orders in Contact Centers—0
Textual Representations for Crosslingual Information Retrieval—0
A DQN-based Approach to Finding Precise Evidences for Fact VerificationCode0
Space Efficient Context Encoding for Non-Task-Oriented Dialogue Generation with Graph Attention TransformerCode0
Situation-Based Multiparticipant Chat Summarization: a Concept, an Exploration-Annotation Tool and an Example Collection—0
Automated Generation of Storytelling Vocabulary from Photographs for use in AAC—0
xMoCo: Cross Momentum Contrastive Learning for Open-Domain Question Answering—0
CLTR: An End-to-End, Transformer-Based System for Cell-Level Table Retrieval and Table Question Answering—0
Explanations for CommonsenseQA: New Dataset and Models—0
A Gradually Soft Multi-Task and Data-Augmented Approach to Medical Question UnderstandingCode1
A Pre-training Strategy for Zero-Resource Response Selection in Knowledge-Grounded Conversations—0
PSE-Match: A Viewpoint-free Place Recognition Method with Parallel Semantic Embedding—0
Connecting Compression Spaces with Transformer for Approximate Nearest Neighbor Search—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