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 8551–8575 of 14297 papers

TitleStatusHype
A Survey on Conversational Search and Applications in Biomedicine—0
Generate-then-Retrieve: Intent-Aware FAQ Retrieval in Product Search—0
Generating Multi-Aspect Queries for Conversational Search—0
Generate-then-Ground in Retrieval-Augmented Generation for Multi-hop Question Answering—0
Constructing Phrase-level Semantic Labels to Form Multi-GrainedSupervision for Image-Text Retrieval—0
A Survey on Complex Question Answering over Knowledge Base: Recent Advances and Challenges—0
Generate-and-Retrieve: use your predictions to improve retrieval for semantic parsing—0
Generalizing Multimodal Pre-training into Multilingual via Language Acquisition—0
Constructing Phrase-level Semantic Labels to Form Multi-Grained Supervision for Image-Text Retrieval—0
A Survey on Complex Knowledge Base Question Answering: Methods, Challenges and Solutions—0
Alignment Before Aggregation: Trajectory Memory Retrieval Network for Video Object Segmentation—0
Adaptability of Neural Networks on Varying Granularity IR Tasks—0
A BERT-based Siamese-structured Retrieval Model—0
Constructing Image-Text Pair Dataset from Books—0
Generalized Weak Supervision for Neural Information Retrieval—0
Generalized Semantic Preserving Hashing for N-Label Cross-Modal Retrieval—0
Constructing Category-Specific Models for Monocular Object-SLAM—0
Generalized residual vector quantization for large scale data—0
Generalized Relative Neighborhood Graph (GRNG) for Similarity Search—0
Generalized Neural Collapse for a Large Number of Classes—0
AutoKG: Constructing Virtual Knowledge Graphs from Unstructured Documents for Question Answering—0
A Survey on Adversarial Information Retrieval on the Web—0
Alignment Annotation for Clinic Visit Dialogue to Clinical Note Sentence Language Generation—0
Generalized Multi-view Embedding for Visual Recognition and Cross-modal Retrieval—0
Constraint Translation Candidates: A Bridge between Neural Query Translation and Cross-lingual Information Retrieval—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