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 8651–8675 of 14297 papers

TitleStatusHype
Careful Selection of Knowledge to solve Open Book Question Answering—0
A Framework for Evaluating the Retrieval Effectiveness of Search Engines—0
Efficient Uncertainty Estimation with Gaussian Process for Reliable Dialog Response Retrieval—0
Applying Transfer Learning for Improving Domain-Specific Search Experience Using Query to Question Similarity—0
Efficient Title Reranker for Fast and Improved Knowledge-Intense NLP—0
Care Episode Retrieval—0
A Comprehensive Comparative Study of Word and Sentence Similarity Measures—0
MusiCoder: A Universal Music-Acoustic Encoder Based on Transformers—0
Efficient texture retrieval using multiscale local extrema descriptors and covariance embedding—0
Efficient Similarity-Preserving Unsupervised Learning using Modular Sparse Distributed Codes and Novelty-Contingent Noise—0
Efficient Sampling for Bipartite Matching Problems—0
Efficient Reuse of Structured and Unstructured Resources for Ontology Population—0
Applying the Affective Aware Pseudo Association Method to Enhance the Top-N Recommendations Distribution to Users in Group Emotion Recommender Systems—0
Efficient Retrieval Optimized Multi-task Learning—0
Carbon to Diamond: An Incident Remediation Assistant System From Site Reliability Engineers' Conversations in Hybrid Cloud Operations—0
Efficient Retrieval of Logos Using Rough Set Reducts—0
Carbon Footprint Accounting Driven by Large Language Models and Retrieval-augmented Generation—0
Applying High-Resolution Visible Imagery to Satellite Melt Pond Fraction Retrieval: A Neural Network Approach—0
Music Information Retrieval on Representative Mexican Folk Vocal Melodies Through MIDI Feature Extraction—0
Music Performance Analysis: A Survey—0
MV-HAN: A Hybrid Attentive Networks based Multi-View Learning Model for Large-scale Contents Recommendation—0
Efficient Retrieval of Images with Irregular Patterns using Morphological Image Analysis: Applications to Industrial and Healthcare datasets—0
CarbonChat: Large Language Model-Based Corporate Carbon Emission Analysis and Climate Knowledge Q&A System—0
Applying Deep Neural Network to Retrieve Relevant Civil Law Articles—0
Efficient Regularized Least-Squares Algorithms for Conditional Ranking on Relational Data—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