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 12751–12800 of 14297 papers

TitleStatusHype
Binary Generative Adversarial Networks for Image RetrievalCode0
MHTN: Modal-adversarial Hybrid Transfer Network for Cross-modal Retrieval—0
Self-supervised Learning of Pose Embeddings from Spatiotemporal Relations in Videos—0
3D-PRNN: Generating Shape Primitives with Recurrent Neural NetworksCode0
Automatic Spatially-aware Fashion Concept DiscoveryCode1
Unsupervised Video Understanding by Reconciliation of Posture Similarities—0
Towards Semantic Modeling of Contradictions and Disagreements: A Case Study of Medical Guidelines—0
Query expansion techniques for information retrieval: A survey—0
Convex Phase Retrieval without Lifting via PhaseMax—0
A data-driven model of explanations for a chatbot that helps to practice conversation in a foreign language—0
SHIHbot: A Facebook chatbot for Sexual Health Information on HIV/AIDS—0
Redundancy Localization for the Conversationalization of Unstructured Responses—0
Guiding Interaction Behaviors for Multi-modal Grounded Language Learning—0
A Multi-strategy Query Processing Approach for Biomedical Question Answering: USTB\_PRIR at BioASQ 2017 Task 5B—0
Machine Translation and Automated Analysis of the Sumerian Language—0
Deep Learning for Biomedical Information Retrieval: Learning Textual Relevance from Click Logs—0
Assessing the performance of Olelo, a real-time biomedical question answering application—0
Logical Metonymy in a Distributional Model of Sentence Comprehension—0
MoRS at SemEval-2017 Task 3: Easy to use SVM in Ranking Tasks—0
Beihang-MSRA at SemEval-2017 Task 3: A Ranking System with Neural Matching Features for Community Question Answering—0
TakeLab-QA at SemEval-2017 Task 3: Classification Experiments for Answer Retrieval in Community QA—0
Deep Discrete Supervised Hashing—0
Weakly-supervised learning of visual relations—0
Extracting Event-Centric Document Collections from Large-Scale Web ArchivesCode0
Spatial-Aware Object Embeddings for Zero-Shot Localization and Classification of Actions—0
Target Type Identification for Entity-Bearing Queries—0
Discrete Latent Factor Model for Cross-Modal Hashing—0
Asymmetric Deep Supervised Hashing—0
Exploring the Effectiveness of Convolutional Neural Networks for Answer Selection in End-to-End Question Answering—0
Structural Regularities in Text-based Entity Vector SpacesCode1
Towards Semantic Query Segmentation—0
Hyperbolic Representation Learning for Fast and Efficient Neural Question AnsweringCode0
A Deep Investigation of Deep IR Models—0
Deep Learning based Recommender System: A Survey and New PerspectivesCode0
Share your Model instead of your Data: Privacy Preserving Mimic Learning for Ranking—0
Full-Network Embedding in a Multimodal Embedding Pipeline—0
Exploiting Deep Features for Remote Sensing Image Retrieval: A Systematic Investigation—0
MatchZoo: A Toolkit for Deep Text MatchingCode0
Automatic Curation of Golf Highlights using Multimodal Excitement Features—0
Date-Field Retrieval in Scene Image and Video Frames using Text Enhancement and Shape Coding—0
Video Question Answering via Attribute-Augmented Attention Network Learning—0
Toward Incorporation of Relevant Documents in word2vec—0
Microblog Retrieval for Post-Disaster Relief: Applying and Comparing Neural IR Models—0
Deep View-Sensitive Pedestrian Attribute Inference in an end-to-end Model—0
Image Projective Invariants—0
Learning Unified Embedding for Apparel Recognition—0
Learning Visually Grounded Sentence Representations—0
Specializing Joint Representations for the task of Product Recommendation—0
Pruning Convolutional Neural Networks for Image Instance Retrieval—0
VSE++: Improving Visual-Semantic Embeddings with Hard NegativesCode1
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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