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 6526–6550 of 14297 papers

TitleStatusHype
Incorporating Query Term Independence Assumption for Efficient Retrieval and Ranking using Deep Neural Networks—0
JUST.ASK, a QA system that learns to answer new questions from previous interactions—0
KAUCUS: Knowledge Augmented User Simulators for Training Language Model Assistants—0
Incorporating Semantic Textual Similarity and Lexical Matching for Information Retrieval—0
Increasing Papers' Discoverability with Precise Semantic Labeling: the sci.AI Platform—0
Incremental Attractor Neural Network Modelling of the Lifespan Retrieval Curve—0
Customized Nonlinear Bandits for Online Response Selection in Neural Conversation Models—0
Incremental Loop Closure Verification by Guided Sampling—0
Automatic Face Understanding: Recognizing Families in Photos—0
Incremental Multiview Point Cloud Registration with Two-stage Candidate Retrieval—0
Incremental Object Discovery in Time-Varying Image Collections—0
CLIRMatrix: A massively large collection of bilingual and multilingual datasets for Cross-Lingual Information Retrieval—0
In defense of dual-encoders for neural ranking—0
In Defense of MinHash Over SimHash—0
End-to-End Supervised Product Quantization for Image Search and Retrieval—0
In Defense of RAG in the Era of Long-Context Language Models—0
Indexing of CNN Features for Large Scale Image Search—0
Explore Entity Embedding Effectiveness in Entity Retrieval—0
A Convolutional Baseline for Person Re-Identification Using Vision and Language Descriptions—0
Exploration of the possibility of infusing Social Media Trends into generating NFT Recommendations—0
Exploration of Proximity Heuristics in Length Normalization—0
AHIVE: Anatomy-aware Hierarchical Vision Encoding for Interactive Radiology Report Retrieval—0
Indoor Information Retrieval using Lifelog Data—0
Analysis and Detection of Singing Techniques in Repertoires of J-POP Solo Singers—0
Joint Triplet Autoencoder for Histopathological Colon Cancer Nuclei Retrieval—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