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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 6401–6425 of 14297 papers

TitleStatusHype
Exploring Knowledge Boundaries in Large Language Models for Retrieval Judgment—0
Improving Entity Retrieval on Structured Data—0
Artifacts Detection and Error Block Analysis from Broadcasted Videos—0
ACORD: An Expert-Annotated Retrieval Dataset for Legal Contract Drafting—0
IQLS: Framework for leveraging Metadata to enable Large Language Model based queries to complex, versatile Data—0
Improving Factuality with Explicit Working Memory—0
Exploring Inherent Properties of the Monophonic Melody of Songs—0
Improving Few-Shot Cross-Domain Named Entity Recognition by Instruction Tuning a Word-Embedding based Retrieval Augmented Large Language Model—0
Improving Few-Shot Performance of Language Models via Nearest Neighbor Calibration—0
Improving Grapheme-to-Phoneme Conversion through In-Context Knowledge Retrieval with Large Language Models—0
CL-ReKD: Cross-lingual Knowledge Distillation for Multilingual Retrieval Question Answering—0
Integrating Contextual Knowledge to Visual Features for Fine Art Classification—0
Cross-modal Search Method of Technology Video based on Adversarial Learning and Feature Fusion—0
Improving information retrieval from electronic health records using dynamic and multi-collaborative filtering—0
Cross-modal Semantic Enhanced Interaction for Image-Sentence Retrieval—0
Improving information retrieval through correspondence analysis instead of latent semantic analysis—0
Improving Knowledge-Aware Dialogue Response Generation by Using Human-Written Prototype Dialogues—0
Cross-Modal Similarity Learning : A Low Rank Bilinear Formulation—0
Improving Language Models via Plug-and-Play Retrieval Feedback—0
Improving Large-Scale Fact-Checking using Decomposable Attention Models and Lexical Tagging—0
Improving Legal Case Retrieval with Brain Signals—0
Improving Legal Information Retrieval by Distributional Composition with Term Order Probabilities—0
Debiasing Gender Bias in Information Retrieval Models—0
Improving Low-Resource Cross-lingual Document Retrieval by Reranking with Deep Bilingual Representations—0
CL-RAG: Bridging the Gap in Retrieval-Augmented Generation with Curriculum Learning—0
Show:102550
← PrevPage 257 of 572Next →
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