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 1351–1375 of 14297 papers

TitleStatusHype
Decoupling Strategy and Generation in Negotiation DialoguesCode1
Empowering Retrieval-based Conversational Recommendation with Contrasting User PreferencesCode1
CSPRD: A Financial Policy Retrieval Dataset for Chinese Stock MarketCode1
Encoding Spatial Distribution of Convolutional Features for Texture RepresentationCode1
End-to-End Learning of Flowchart Grounded Task-Oriented DialogsCode1
End-to-End Learning of Visual Representations from Uncurated Instructional VideosCode1
End-to-End Multimodal Fact-Checking and Explanation Generation: A Challenging Dataset and ModelsCode1
End-to-End Query Term WeightingCode1
A Rotation-Invariant Framework for Deep Point Cloud AnalysisCode1
Attentive Mask CLIPCode1
Align and Prompt: Video-and-Language Pre-training with Entity PromptsCode1
Enhancing Cross-Sectional Currency Strategies by Context-Aware Learning to Rank with Self-AttentionCode1
C-STS: Conditional Semantic Textual SimilarityCode1
Enhancing Legal Case Retrieval via Scaling High-quality Synthetic Query-Candidate PairsCode1
Enhancing Multi-modal and Multi-hop Question Answering via Structured Knowledge and Unified Retrieval-GenerationCode1
Enhancing Noise Robustness of Retrieval-Augmented Language Models with Adaptive Adversarial TrainingCode1
ImageRAG: Enhancing Ultra High Resolution Remote Sensing Imagery Analysis with ImageRAGCode1
Enhancing Uncertainty-Based Hallucination Detection with Stronger FocusCode1
Enriching Local and Global Contexts for Temporal Action LocalizationCode1
Enriching Music Descriptions with a Finetuned-LLM and Metadata for Text-to-Music RetrievalCode1
CSFCube -- A Test Collection of Computer Science Research Articles for Faceted Query by ExampleCode1
CRUSH4SQL: Collective Retrieval Using Schema Hallucination For Text2SQLCode1
EntQA: Entity Linking as Question AnsweringCode1
Equivariant Similarity for Vision-Language Foundation ModelsCode1
CSMeD: Bridging the Dataset Gap in Automated Citation Screening for Systematic Literature ReviewsCode1
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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