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 6601–6625 of 14297 papers

TitleStatusHype
Cross-document Event Coreference Search: Task, Dataset and ModelingCode1
Modal-specific Pseudo Query Generation for Video Corpus Moment RetrievalCode0
Retrieval Augmentation for Commonsense Reasoning: A Unified ApproachCode1
Retrieval-Augmented and Knowledge-Grounded Language Models for Faithful Clinical MedicineCode1
ComFact: A Benchmark for Linking Contextual Commonsense KnowledgeCode1
Few-Shot Meta Learning for Recognizing Facial Phenotypes of Genetic Disorders—0
RSVG: Exploring Data and Models for Visual Grounding on Remote Sensing Data—0
Clarinet: A Music Retrieval SystemCode0
Neural Eigenfunctions Are Structured Representation LearnersCode1
Efficient Nearest Neighbor Search for Cross-Encoder Models using Matrix FactorizationCode1
Knowledge Retrieval—0
Deep domain adaptation for polyphonic melody extraction—0
R^2F: A General Retrieval, Reading and Fusion Framework for Document-level Natural Language InferenceCode0
Stance Detection and Open Research Avenues—0
EntityCS: Improving Zero-Shot Cross-lingual Transfer with Entity-Centric Code Switching—0
PENTATRON: PErsonalized coNText-Aware Transformer for Retrieval-based cOnversational uNderstanding—0
Dissecting Deep Metric Learning Losses for Image-Text RetrievalCode0
Z-LaVI: Zero-Shot Language Solver Fueled by Visual ImaginationCode0
Boosting vision transformers for image retrievalCode1
SimANS: Simple Ambiguous Negatives Sampling for Dense Text Retrieval—0
PoseScript: Linking 3D Human Poses and Natural LanguageCode2
An Analysis of Fusion Functions for Hybrid Retrieval—0
Decoding a Neural Retriever's Latent Space for Query SuggestionCode0
LiteVL: Efficient Video-Language Learning with Enhanced Spatial-Temporal Modeling—0
Multi-view Semantic Matching of Question retrieval using Fine-grained Semantic Representations—0
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All datasetsQuora Question PairsHotpotQANatural QuestionsOK-VQAInfoSeekMVKPolyvorePubMedQAPubMedQA corpus with metadataToolLensคลิปไวรัล!! ไอซ์ ปรีชญา ลืมปิดไลฟ์สดตอนอาบน้ำ ถูกแชร์กระหึ่มเน็ต

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