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 6951–6975 of 14297 papers

TitleStatusHype
Keyphrase Extraction with Span-based Feature Representations—0
Explainable Agreement through Simulation for Tasks with Subjective Labels—0
Keypoint-Aligned Embeddings for Image Retrieval and Re-identification—0
Keypoint Encoding for Improved Feature Extraction from Compressed Video at Low Bitrates—0
Learning Alternative Name Spellings—0
Balancing Reinforcement Learning Training Experiences in Interactive Information Retrieval—0
Explainability of Text Processing and Retrieval Methods: A Critical Survey—0
Keyword Augmented Retrieval: Novel framework for Information Retrieval integrated with speech interface—0
Keyword-Based Diverse Image Retrieval by Semantics-aware Contrastive Learning and Transformer—0
Keyword-based Natural Language Premise Selection for an Automatic Mathematical Statement Proving—0
Balancing Sparsity and Rank Constraints in Quadratic Basis Pursuit—0
Keyword Embeddings for Query Suggestion—0
Keyword Extraction for Improved Document Retrieval in Conversational Search—0
CliniQ: A Multi-faceted Benchmark for Electronic Health Record Retrieval with Semantic Match Assessment—0
Deep Image Synthesis from Intuitive User Input: A Review and Perspectives—0
KG-ECO: Knowledge Graph Enhanced Entity Correction for Query Rewriting—0
A Convolutional Architecture for 3D Model Embedding—0
Learning a Matching Model with Co-teaching for Multi-turn Response Selection in Retrieval-based Dialogue Systems—0
KGI: An Integrated Framework for Knowledge Intensive Language Tasks—0
Beyond Single Pass, Looping Through Time: KG-IRAG with Iterative Knowledge Retrieval—0
Deep Iterative Phase Retrieval for Ptychography—0
KG-RAG: Bridging the Gap Between Knowledge and Creativity—0
Learning a Policy for Opportunistic Active Learning—0
KGValidator: A Framework for Automatic Validation of Knowledge Graph Construction—0
ExpertRank: A Multi-level Coarse-grained Expert-based Listwise Ranking Loss—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