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 8401–8425 of 14297 papers

TitleStatusHype
Enhancing Fact Retrieval in PLMs through Truthfulness—0
Enhancing Exploratory Learning through Exploratory Search with the Emergence of Large Language Models—0
Chain-of-Note: Enhancing Robustness in Retrieval-Augmented Language Models—0
APVR: Hour-Level Long Video Understanding with Adaptive Pivot Visual Information Retrieval—0
Multi-label Learning with Missing Labels using Mixed Dependency Graphs—0
Enhancing E-commerce Product Title Translation with Retrieval-Augmented Generation and Large Language Models—0
Enhancing Dynamic Image Advertising with Vision-Language Pre-training—0
Agent-centric Information Access—0
Enhancing Dual-Encoders with Question and Answer Cross-Embeddings for Answer Retrieval—0
Exploring Uncertainty Measures for Image-Caption Embedding-and-Retrieval Task—0
Enhancing Documents with Multidimensional Relevance Statements in Cross-encoder Re-ranking—0
Enhancing Document Retrieval for Curating N-ary Relations in Knowledge Bases—0
A PSO Strategy of Finding Relevant Web Documents using a New Similarity Measure—0
Enhancing Document Ranking with Task-adaptive Training and Segmented Token Recovery Mechanism—0
Enhancing Distractor Generation for Multiple-Choice Questions with Retrieval Augmented Pretraining and Knowledge Graph Integration—0
CHAIN: Exploring Global-Local Spatio-Temporal Information for Improved Self-Supervised Video Hashing—0
A Comprehensive Survey of Knowledge-Based Vision Question Answering Systems: The Lifecycle of Knowledge in Visual Reasoning Task—0
Multi-Granularity Representations of Dialog—0
CG-RAG: Research Question Answering by Citation Graph Retrieval-Augmented LLMs—0
Enhancing Cross-lingual Sentence Embedding for Low-resource Languages with Word Alignment—0
Enhancing Cross-Language Code Translation via Task-Specific Embedding Alignment in Retrieval-Augmented Generation—0
CGoDial: A Large-Scale Benchmark for Chinese Goal-oriented Dialog Evaluation—0
A Proposed Large Language Model-Based Smart Search for Archive System—0
An Open-Source Web-Based Tool for Evaluating Open-Source Large Language Models Leveraging Information Retrieval from Custom Documents—0
CG-Net: Conditional GIS-aware Network for Individual Building Segmentation in VHR SAR Images—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