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

Showing 1225112300 of 14297 papers

TitleStatusHype
A logical representation of Arabic questions toward automatic passage extraction from the Web0
Learning to Mine Aligned Code and Natural Language Pairs from Stack Overflow0
COCO-CN for Cross-Lingual Image Tagging, Captioning and RetrievalCode0
Deep Feature Aggregation and Image Re-ranking with Heat Diffusion for Image RetrievalCode0
Hybrid Retrieval-Generation Reinforced Agent for Medical Image Report Generation0
Multi-Perspective Relevance Matching with Hierarchical ConvNets for Social Media SearchCode0
Stacked Semantic-Guided Attention Model for Fine-Grained Zero-Shot Learning0
Entity-Duet Neural Ranking: Understanding the Role of Knowledge Graph Semantics in Neural Information RetrievalCode0
Do Neural Network Cross-Modal Mappings Really Bridge Modalities?0
Exploring the context of visual information seeking0
When Regression Meets Manifold Learning for Object Recognition and Pose Estimation0
Modeling Diverse Relevance Patterns in Ad-hoc RetrievalCode0
Deep Learning for Hand Gesture Recognition on Skeletal DataCode0
CLINIQA: A Machine Intelligence Based Clinical Question Answering System0
Robust Adaptive Median Binary Pattern for noisy texture classification and retrieval0
Semantic Cluster Unary Loss for Efficient Deep HashingCode0
NASH: Toward End-to-End Neural Architecture for Generative Semantic HashingCode0
Cross-lingual Document Retrieval using Regularized Wasserstein DistanceCode0
TutorialBank: A Manually-Collected Corpus for Prerequisite Chains, Survey Extraction and Resource Recommendation0
WikiPassageQA: A Benchmark Collection for Research on Non-factoid Answer Passage Retrieval0
Towards an Unequivocal Representation of Actions0
Improv Chat: Second Response Generation for Chatbot0
Phase retrieval for Fourier Ptychography under varying amount of measurements0
Polite Dialogue Generation Without Parallel DataCode1
Superresolution method for data deconvolution by superposition of point sources0
Image Retrieval with Mixed Initiative and Multimodal Feedback0
Category-Based Deep CCA for Fine-Grained Venue Discovery from Multimodal Data0
Multichannel Distributed Local Pattern for Content Based Indexing and Retrieval0
Deep Ordinal Hashing with Spatial Attention0
Learning Matching Models with Weak Supervision for Response Selection in Retrieval-based Chatbots0
Unsupervised Feature Learning via Non-Parametric Instance-level DiscriminationCode1
Unsupervised learning for concept detection in medical images: a comparative analysis0
MTFH: A Matrix Tri-Factorization Hashing Framework for Efficient Cross-Modal RetrievalCode0
Towards Better Text Understanding and Retrieval through Kernel Entity Salience Modeling0
SynTF: Synthetic and Differentially Private Term Frequency Vectors for Privacy-Preserving Text Mining0
Unsupervised Cross-Lingual Information Retrieval using Monolingual Data OnlyCode0
Images & Recipes: Retrieval in the cooking contextCode0
Learnable PINs: Cross-Modal Embeddings for Person IdentityCode0
DEFT2018 : recherche d'information et analyse de sentiments dans des tweets concernant les transports en \^Ile de France (DEFT2018 : Information Retrieval and Sentiment Analysis in Tweets about Public Transportation in \^Ile de France Region )0
Building Evaluation Datasets for Cultural Microblog Retrieval0
Overcoming the Long Tail Problem: A Case Study on CO2-Footprint Estimation of Recipes using Information Retrieval0
An Initial Test Collection for Ranked Retrieval of SMS Conversations0
Dialog-based Interactive Image RetrievalCode0
Learning to Sketch with Shortcut Cycle Consistency0
Response Ranking with Deep Matching Networks and External Knowledge in Information-seeking Conversation SystemsCode0
Author-topic profiles for academic search0
Deep Barcodes for Fast Retrieval of Histopathology Scans0
Cycle-Consistent Deep Generative Hashing for Cross-Modal Retrieval0
Cross-Modal Retrieval in the Cooking Context: Learning Semantic Text-Image EmbeddingsCode0
Q-Map: Clinical Concept Mining from Clinical Documents0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second183.53Unverified
2ElasticsearchQueries per second21.8Unverified
3BM25-PTQueries per second6.49Unverified
4Rank-BM25Queries per second1.18Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second20.88Unverified
2ElasticsearchQueries per second7.11Unverified
3Rank-BM25Queries per second0.04Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second41.85Unverified
2ElasticsearchQueries per second12.16Unverified
3Rank-BM25Queries per second0.1Unverified
#ModelMetricClaimedVerifiedStatus
1FLMRRecall@589.32Unverified
2RA-VQARecall@582.84Unverified
#ModelMetricClaimedVerifiedStatus
1PreFLMRRecall@562.1Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP-KIStext-to-video Mean Rank30Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4OutfitRecall@57.59Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1Unverified
#ModelMetricClaimedVerifiedStatus
1COLTCOMP@84.55Unverified
#ModelMetricClaimedVerifiedStatus
1hello0L1,121,222Unverified