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 7251–7275 of 14297 papers

TitleStatusHype
REVIVE: Regional Visual Representation Matters in Knowledge-Based Visual Question AnsweringCode1
DAtRNet: Disentangling Fashion Attribute Embedding for Substitute Item Retrieval—0
BehanceQA: A New Dataset for Identifying Question-Answer Pairs in Video TranscriptsCode0
Cross-lingual and Multilingual CLIPCode2
How “Loco” Is the LOCO Corpus? Annotating the Language of Conspiracy TheoriesCode0
Stars at Qur’an QA 2022: Building Automatic Extractive Question Answering Systems for the Holy Qur’an with Transformer Models and Releasing a New Dataset—0
Aligning Images and Text with Semantic Role Labels for Fine-Grained Cross-Modal Understanding—0
From ELTeC Text Collection Metadata and Named Entities to Linked-data (and Back)—0
Tracking Textual Similarities in Neo-Latin Drama Networks—0
The IARPA BETTER Program Abstract Task Four New Semantically Annotated Corpora from IARPA’s BETTER Program—0
Distant Reading in Digital Humanities: Case Study on the Serbian Part of the ELTeC Collection—0
Automating Horizon Scanning in Future Studies—0
Leveraging a Bilingual Dictionary to Learn Wolastoqey Word Representations—0
HindiWSD: A package for word sense disambiguation in Hinglish & Hindi—0
A STEP towards Interpretable Multi-Hop Reasoning:Bridge Phrase Identification and Query Expansion—0
Evaluating Retrieval for Multi-domain Scientific Publications—0
Evaluating Multilingual Sentence Representation Models in a Real Case ScenarioCode0
English Language Spelling Correction as an Information Retrieval Task Using Wikipedia Search Statistics—0
Optical character recognition quality affects perceived usefulness of historical newspaper clippings—0
Negative Sampling for Contrastive Representation Learning: A Review—0
Cross-View Language Modeling: Towards Unified Cross-Lingual Cross-Modal Pre-trainingCode1
An Empirical Study of Retrieval-enhanced Graph Neural NetworksCode0
Algorithmic Foundations of Empirical X-risk Minimization—0
COIN: Co-Cluster Infomax for Bipartite Graphs—0
Knowledge Graph - Deep Learning: A Case Study in Question Answering in Aviation Safety Domain—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