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 91519200 of 14297 papers

TitleStatusHype
Boosting Text-to-Chart Retrieval through Training with Synthesized Semantic Insights0
Boosting Video Captioning with Dynamic Loss Network0
Boosting Video-Text Retrieval with Explicit High-Level Semantics0
Bootstrapped Pre-training with Dynamic Identifier Prediction for Generative Retrieval0
Bootstrapping Disjoint Datasets for Multilingual Multimodal Representation Learning0
Bootstrapping incremental dialogue systems from minimal data: the generalisation power of dialogue grammars0
Bootstrapping Term Extractors for Multiple Languages0
BOSS: Bottom-up Cross-modal Semantic Composition with Hybrid Counterfactual Training for Robust Content-based Image Retrieval0
Brain2Music: Reconstructing Music from Human Brain Activity0
Brainish: Formalizing A Multimodal Language for Intelligence and Consciousness0
Brain-Machine Interfaces & Information Retrieval Challenges and Opportunities0
Brain Tumor Image Retrieval via Multitask Learning0
Bridging the Language Gap: Dynamic Learning Strategies for Improving Multilingual Performance in LLMs0
BreakingNews: Article Annotation by Image and Text Processing0
Breaking the Lens of the Telescope: Online Relevance Estimation over Large Retrieval Sets0
Breaking the Modality Barrier: Universal Embedding Learning with Multimodal LLMs0
Break it Down for Me: A Study in Automated Lyric Annotation0
Leveraging Medical Foundation Model Features in Graph Neural Network-Based Retrieval of Breast Histopathology Images0
BrewCLIP: A Bifurcated Representation Learning Framework for Audio-Visual Retrieval0
Bridged-GNN: Knowledge Bridge Learning for Effective Knowledge Transfer0
Bridge the Gap between Language models and Tabular Understanding0
Bridging Dense and Sparse Maximum Inner Product Search0
Bridging Gap between Image Pixels and Semantics via Supervision: A Survey0
Bridging High-Quality Audio and Video via Language for Sound Effects Retrieval from Visual Queries0
Bridging Industrial Expertise and XR with LLM-Powered Conversational Agents0
Bridging Law and Data: Augmenting Reasoning via a Semi-Structured Dataset with IRAC methodology0
Bridging Modalities: Improving Universal Multimodal Retrieval by Multimodal Large Language Models0
Bridging Queries and Tables through Entities in Table Retrieval0
Bridging Relevance and Reasoning: Rationale Distillation in Retrieval-Augmented Generation0
Bridging Search and Recommendation in Generative Retrieval: Does One Task Help the Other?0
Bridging the Distribution Gap of Visible-Infrared Person Re-identification with Modality Batch Normalization0
Bridging the Gap between Local Semantic Concepts and Bag of Visual Words for Natural Scene Image Retrieval0
Bridging the Gap between Relevance Matching and Semantic Matching for Short Text Similarity Modeling0
Bridging The Gap: Entailment Fused-T5 for Open-retrieval Conversational Machine Reading Comprehension0
Bridging the Gap: Incorporating a Semantic Similarity Measure for Effectively Mapping PubMed Queries to Documents0
Automating Pharmacovigilance Evidence Generation: Using Large Language Models to Produce Context-Aware SQL0
Bridging the Preference Gap between Retrievers and LLMs0
Bridging the Training-Inference Gap for Dense Phrase Retrieval0
Bringing Order to Neural Word Embeddings with Embeddings Augmented by Random Permutations (EARP)0
BRIT: Bidirectional Retrieval over Unified Image-Text Graph0
Broad Area Search and Detection of Surface-to-Air Missile Sites Using Spatial Fusion of Component Object Detections from Deep Neural Networks0
Brown University at TREC Deep Learning 20190
BRULÈ: Barycenter-Regularized Unsupervised Landmark Extraction0
BSharedRAG: Backbone Shared Retrieval-Augmented Generation for the E-commerce Domain0
BTEL: A Binary Tree Encoding Approach for Visual Localization0
BTPD: A Multilingual Hand-curated Dataset of Bengali Transnational Political Discourse Across Online Communities0
BUCEADOR, a multi-language search engine for digital libraries0
BUDA.ART: A Multimodal Content-Based Analysis and Retrieval System for Buddha Statues0
Budgeted Online Continual Learning by Adaptive Layer Freezing and Frequency-based Sampling0
Bug Fix Time Optimization Using Matrix Factorization and Iterative Gale-Shaply Algorithms0
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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