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 5401–5425 of 14297 papers

TitleStatusHype
Book QA: Stories of Challenges and Opportunities—0
Divide and Conquer: Text Semantic Matching with Disentangled Keywords and Intents—0
DivGraphPointer: A Graph Pointer Network for Extracting Diverse Keyphrases—0
An NMF Perspective on Binary Hashing—0
Advancing Vietnamese Information Retrieval with Learning Objective and Benchmark—0
Diversity driven Query Rewriting in Search Advertising—0
An Issue-oriented Syllabus Retrieval System using Terminology-based Syllabus Structuring and Visualization—0
Diversify-verify-adapt: Efficient and Robust Retrieval-Augmented Ambiguous Question Answering—0
Diversifying Reply Suggestions using a Matching-Conditional Variational Autoencoder—0
Diverse Yet Efficient Retrieval using Hash Functions—0
BM25 Query Augmentation Learned End-to-End—0
ANISE: Assembly-based Neural Implicit Surface rEconstruction—0
A Comparative Analysis of Faithfulness Metrics and Humans in Citation Evaluation—0
Diverse Multi-Answer Retrieval with Determinantal Point Processes—0
Blowfish: Topological and statistical signatures for quantifying ambiguity in semantic search—0
Diverse legal case search—0
Block-Sparse Recovery Network for Two-Dimensional Harmonic Retrieval—0
An Invitation to Hypercomplex Phase Retrieval: Theory and Applications—0
Distributional Vision-Language Alignment by Cauchy-Schwarz Divergence—0
Distributional Thesauri for Information Retrieval and vice versa—0
Blind Interference Alignment for Private Information Retrieval—0
An Investigative Study of Multi-Modal Cross-Lingual Retrieval—0
Distributionally Robust Multi-Output Regression Ranking—0
Distribution-Aligned Fine-Tuning for Efficient Neural Retrieval—0
BlendFilter: Advancing Retrieval-Augmented Large Language Models via Query Generation Blending and Knowledge Filtering—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