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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 2526–2550 of 14297 papers

TitleStatusHype
C-STS: Conditional Semantic Textual SimilarityCode1
Contextual Compression in Retrieval-Augmented Generation for Large Language Models: A SurveyCode1
CONCRETE: Improving Cross-lingual Fact-checking with Cross-lingual RetrievalCode1
CSFCube -- A Test Collection of Computer Science Research Articles for Faceted Query by ExampleCode1
Language Models Implement Simple Word2Vec-style Vector ArithmeticCode1
CRUSH4SQL: Collective Retrieval Using Schema Hallucination For Text2SQLCode1
CSMeD: Bridging the Dataset Gap in Automated Citation Screening for Systematic Literature ReviewsCode1
LaPraDoR: Unsupervised Pretrained Dense Retriever for Zero-Shot Text RetrievalCode1
Large Dual Encoders Are Generalizable RetrieversCode1
CodeSearchNet Challenge: Evaluating the State of Semantic Code SearchCode1
Co-design Hardware and Algorithm for Vector SearchCode1
Cross-View Language Modeling: Towards Unified Cross-Lingual Cross-Modal Pre-trainingCode1
Cross-Thought for Sentence Encoder Pre-trainingCode1
Curriculum Learning for Dense Retrieval DistillationCode1
Large-Scale Adversarial Training for Vision-and-Language Representation LearningCode1
Large-scale Evaluation of Transformer-based Article Encoders on the Task of Citation RecommendationCode1
An overview on the evaluated video retrieval tasks at TRECVID 2022Code1
Codified audio language modeling learns useful representations for music information retrievalCode1
AI Literature Review SuiteCode1
Large-to-small Image Resolution Asymmetry in Deep Metric LearningCode1
Broken Neural Scaling LawsCode1
AARGH! End-to-end Retrieval-Generation for Task-Oriented DialogCode1
Cross-modal Scene Graph Matching for Relationship-aware Image-Text RetrievalCode1
CoFE-RAG: A Comprehensive Full-chain Evaluation Framework for Retrieval-Augmented Generation with Enhanced Data DiversityCode1
BroadFace: Looking at Tens of Thousands of People at Once for Face RecognitionCode1
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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