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 7351–7375 of 14297 papers

TitleStatusHype
Deep Features for CBIR with Scarce Data using Hebbian Learning—0
Modeling Multi-hop Question Answering as Single Sequence Prediction—0
Debiasing Neural Retrieval via In-batch Balancing Regularization—0
Health Information Retrieval -- State of the art report—0
A Birds Eye View on Knowledge Graph Embeddings, Software Libraries, Applications and Challenges—0
VRAG: Region Attention Graphs for Content-Based Video Retrieval—0
ERNIE-Search: Bridging Cross-Encoder with Dual-Encoder via Self On-the-fly Distillation for Dense Passage Retrieval—0
Entailment Tree Explanations via Iterative Retrieval-Generation ReasonerCode1
OneAligner: Zero-shot Cross-lingual Transfer with One Rich-Resource Language Pair for Low-Resource Sentence Retrieval—0
A CLIP-Hitchhiker's Guide to Long Video RetrievalCode1
SAMU-XLSR: Semantically-Aligned Multimodal Utterance-level Cross-Lingual Speech Representation—0
M6-Rec: Generative Pretrained Language Models are Open-Ended Recommender Systems—0
ROP inception: signal estimation with quadratic random sketching—0
Miutsu: NTU's TaskBot for the Alexa Prize—0
CascadER: Cross-Modal Cascading for Knowledge Graph Link PredictionCode1
Long-term Control for Dialogue Generation: Methods and EvaluationCode0
Differentiable SAR Renderer and SAR Target Reconstruction—0
Pattern reconstruction with restricted Boltzmann machines—0
ScAN: Suicide Attempt and Ideation Events DatasetCode1
Causal Estimation of Position Bias in Recommender Systems Using Marketplace Instruments—0
kNN-Embed: Locally Smoothed Embedding Mixtures For Multi-interest Candidate Retrieval—0
How does Feedback Signal Quality Impact Effectiveness of Pseudo Relevance Feedback for Passage Retrieval?—0
One Model, Multiple Modalities: A Sparsely Activated Approach for Text, Sound, Image, Video and Code—0
Single-Server Private Information Retrieval with Side Information Under Arbitrary Popularity Profiles—0
CV4Code: Sourcecode Understanding via Visual Code Representations—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