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 3676–3700 of 14297 papers

TitleStatusHype
ConveRT for FAQ AnsweringCode0
Dense Passage Retrieval in Conversational SearchCode0
KiloGrams: Very Large N-Grams for Malware ClassificationCode0
CONVERSER: Few-Shot Conversational Dense Retrieval with Synthetic Data GenerationCode0
ATRI: Mitigating Multilingual Audio Text Retrieval Inconsistencies by Reducing Data Distribution ErrorsCode0
Optimal Rates of Convergence for Noisy Sparse Phase Retrieval via Thresholded Wirtinger FlowCode0
Dense Retrieval with Continuous Explicit Feedback for Systematic Review Screening PrioritisationCode0
A Massively Multilingual Analysis of Cross-linguality in Shared Embedding SpaceCode0
Conversational Tree Search: A New Hybrid Dialog TaskCode0
Text-to-SQL Generation for Question Answering on Electronic Medical RecordsCode0
Keyword Spotting Simplified: A Segmentation-Free Approach using Character Counting and CTC re-scoringCode0
KITAB: Evaluating LLMs on Constraint Satisfaction for Information RetrievalCode0
Key-Value Retrieval Networks for Task-Oriented DialogueCode0
Keyword-driven Retrieval-Augmented Large Language Models for Cold-start User RecommendationsCode0
K-COMP: Retrieval-Augmented Medical Domain Question Answering With Knowledge-Injected CompressorCode0
Reducing Predictive Feature Suppression in Resource-Constrained Contrastive Image-Caption RetrievalCode0
Conversational Gold: Evaluating Personalized Conversational Search System using Gold NuggetsCode0
KEPR: Knowledge Enhancement and Plausibility Ranking for Generative Commonsense Question AnsweringCode0
Optimizing Rare Word Accuracy in Direct Speech Translation with a Retrieval-and-Demonstration ApproachCode0
KIT's Multilingual Speech Translation System for IWSLT 2023Code0
Learning Deep Representations of Fine-grained Visual DescriptionsCode0
Beyond Domain Gap: Exploiting Subjectivity in Sketch-Based Person RetrievalCode0
Orthogonal Matrix Retrieval with Spatial Consensus for 3D Unknown-View TomographyCode0
Conversational Factor Information Retrieval Model (ConFIRM)Code0
Conversational BrowsingCode0
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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