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 4501–4525 of 14297 papers

TitleStatusHype
Hubness Reduction Improves Sentence-BERT Semantic SpacesCode0
Human Preferences as Dueling BanditsCode0
Chain-of-Exemplar: Enhancing Distractor Generation for Multimodal Educational Question GenerationCode0
APTNESS: Incorporating Appraisal Theory and Emotion Support Strategies for Empathetic Response GenerationCode0
Chain-of-Action: Faithful and Multimodal Question Answering through Large Language ModelsCode0
HRDE: Retrieval-Augmented Large Language Models for Chinese Health Rumor Detection and ExplainabilityCode0
How to Leverage Personal Textual Knowledge for Personalized Conversational Information RetrievalCode0
How Train-Test Leakage Affects Zero-shot RetrievalCode0
3D-PRNN: Generating Shape Primitives with Recurrent Neural NetworksCode0
HUSE: Hierarchical Universal Semantic EmbeddingsCode0
Reverse-Engineering the Retrieval Process in GenIR ModelsCode0
Inter-intra Variant Dual Representations forSelf-supervised Video RecognitionCode0
A Comprehensive Survey of Hallucination Mitigation Techniques in Large Language ModelsCode0
Certified Robustness to Word Substitution Ranking Attack for Neural Ranking ModelsCode0
How Language-Neutral is Multilingual BERT?Code0
Certified Error Control of Candidate Set Pruning for Two-Stage Relevance RankingCode0
How convolutional neural network see the world - A survey of convolutional neural network visualization methodsCode0
How Different are Pre-trained Transformers for Text Ranking?Code0
How “Loco” Is the LOCO Corpus? Annotating the Language of Conspiracy TheoriesCode0
HOTTER: Hierarchical Optimal Topic Transport with Explanatory Context RepresentationsCode0
Central Similarity Quantization for Efficient Image and Video RetrievalCode0
Patch-Based Holographic Image SensingCode0
Holographic single particle imaging for weakly scattering, heterogeneous nanoscale objectsCode0
HoloFace: Augmenting Human-to-Human Interactions on HoloLensCode0
Hopfield-Fenchel-Young Networks: A Unified Framework for Associative Memory RetrievalCode0
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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