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 11101–11150 of 14297 papers

TitleStatusHype
Large-scale Tag-based Font Retrieval with Generative Feature Learning—0
Affect Enriched Word Embeddings for News Information Retrieval—0
Do Cross Modal Systems Leverage Semantic Relationships?—0
Attention-based Pairwise Multi-Perspective Convolutional Neural Network for Answer Selection in Question Answering—0
Finding Salient Context based on Semantic Matching for Relevance Ranking—0
PolyResponse: A Rank-based Approach to Task-Oriented Dialogue with Application in Restaurant Search and Booking—0
Performance comparison of 3D correspondence grouping algorithm for 3D plant point clouds—0
VISIR: Visual and Semantic Image Label Refinement—0
The CL-SciSumm Shared Task 2018: Results and Key InsightsCode0
Know2Look: Commonsense Knowledge for Visual Search—0
Artpedia—0
Automatic Question Answering for Medical MCQs: Can It go Further than Information Retrieval?—0
Enhancing Unsupervised Sentence Similarity Methods with Deep Contextualised Word Representations—0
Automatic Propbank Generation for Turkish—0
Semantic Textual Similarity with Siamese Neural Networks—0
Term-Based Extraction of Medical Information: Pre-Operative Patient Education Use Case—0
Parallel Sentence Retrieval From Comparable Corpora for Biomedical Text Simplification—0
Fashion Retrieval via Graph Reasoning Networks on a Similarity Pyramid—0
Learning to Ask: Question-based Sequential Bayesian Product SearchCode0
Document Hashing with Mixture-Prior Generative Models—0
A Zero Attention Model for Personalized Product Search—0
Probing Representations Learned by Multimodal Recurrent and Transformer Models—0
Texture Retrieval in the Wild through detection-based attributes—0
Explore Entity Embedding Effectiveness in Entity Retrieval—0
Interactive Machine Comprehension with Information Seeking AgentsCode0
A novel model for query expansion using pseudo-relevant web knowledge—0
Large-Scale Historical Watermark Recognition: dataset and a new consistency-based approachCode0
HRGE-Net: Hierarchical Relational Graph Embedding Network for Multi-view 3D Shape Recognition—0
Real-world Conversational AI for Hotel Bookings—0
End-To-End Measure for Text Recognition—0
Multi-Granularity Representations of Dialog—0
BULNER: BUg Localization with word embeddings and NEtwork RegularizationCode0
Fashion Image Retrieval with Capsule NetworksCode0
A Comparison of CNN and Classic Features for Image Retrieval—0
Targeted Mismatch Adversarial Attack: Query with a Flower to Retrieve the TowerCode0
Blended Convolution and Synthesis for Efficient Discrimination of 3D Shapes—0
No Fear of the Dark: Image Retrieval under Varying Illumination ConditionsCode0
Lukthung Classification Using Neural Networks on Lyrics and Audios—0
Revisiting Semantic Representation and Tree Search for Similar Question RetrievalCode0
Learning Joint Embedding for Cross-Modal Retrieval—0
Predict Emoji Combination with Retrieval Strategy—0
From Text to Sound: A Preliminary Study on Retrieving Sound Effects to Radio Stories—0
ViSiL: Fine-grained Spatio-Temporal Video Similarity LearningCode1
Towards Effective Device-Aware Federated Learning—0
The Design and Implementation of a Real Time Visual Search System on JD E-commerce PlatformCode0
Relevance Proximity Graphs for Fast Relevance RetrievalCode0
Joint Embedding of 3D Scan and CAD ObjectsCode0
Cross-modal Zero-shot Hashing—0
Genetic Algorithms for the Optimization of Diffusion Parameters in Content-Based Image Retrieval—0
Geometric Disentanglement for Generative Latent Shape Models—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