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 3001–3050 of 14297 papers

TitleStatusHype
Extractive Explanations for Interpretable Text RankingCode0
A Channel Mix Method for Fine-Grained Cross-Modal RetrievalCode0
Learning Without LossCode0
A Deep Relevance Matching Model for Ad-hoc RetrievalCode0
Learn to Understand Negation in Video RetrievalCode0
LeCaRDv2: A Large-Scale Chinese Legal Case Retrieval DatasetCode0
Leveraging Geometry for Shape Estimation from a Single RGB ImageCode0
MABNet: Master Assistant Buddy Network with Hybrid Learning for Image RetrievalCode0
Modal-specific Pseudo Query Generation for Video Corpus Moment RetrievalCode0
Learning to Weight for Text ClassificationCode0
Benchmarking Multimodal RAG through a Chart-based Document Question-Answering Generation FrameworkCode0
Learning to Speak and Act in a Fantasy Text Adventure GameCode0
Learning Two-Branch Neural Networks for Image-Text Matching TasksCode0
An Empirical Analysis of Parameter-Efficient Methods for Debiasing Pre-Trained Language ModelsCode0
Learning to Retrieve Videos by Asking QuestionsCode0
Learning to Search in Long Documents Using Document StructureCode0
Learning Unseen Modality InteractionCode0
An Empathetic AI Coach for Self-Attachment TherapyCode0
Benchmarking a transformer-FREE model for ad-hoc retrievalCode0
Learning to Represent Bilingual DictionariesCode0
Learning to Retrieve Engaging Follow-Up QueriesCode0
Benchmark for Complex Answer RetrievalCode0
BEKG: A Built Environment Knowledge GraphCode0
Learning to Rank Words: Optimizing Ranking Metrics for Word SpottingCode0
Learning to Minimize the Remainder in Supervised LearningCode0
Learning to Match Mathematical Statements with ProofsCode0
Learning to Match Using Local and Distributed Representations of Text for Web SearchCode0
Learning to Prune in Metric and Non-Metric SpacesCode0
BehanceQA: A New Dataset for Identifying Question-Answer Pairs in Video TranscriptsCode0
Learning to Learn from Web Data through Deep Semantic EmbeddingsCode0
Learning to Locate Visual Answer in Video Corpus Using QuestionCode0
Learning to Rank Context for Named Entity Recognition Using a Synthetic DatasetCode0
An Efficient Combinatorial Optimization Model Using Learning-to-Rank DistillationCode0
Learning to Explore and Select for Coverage-Conditioned Retrieval-Augmented GenerationCode0
Learning to Ask: Question-based Sequential Bayesian Product SearchCode0
Learning to compress and search visual data in large-scale systemsCode0
BCTH: A Novel Text Hashing Approach via Bayesian ClusteringCode0
Learning to Detect Good Keypoints to Match Non-Rigid Objects in RGB ImagesCode0
Learning Visual Actions Using Multiple Verb-Only LabelsCode0
A Dataset and Framework for Learning State-invariant Object RepresentationsCode0
Learning Temporal Point Processes for Efficient Retrieval of Continuous Time Event SequencesCode0
Bayesian multi-exposure image fusion for robust high dynamic range ptychographyCode0
Learning Spatial-context-aware Global Visual Feature Representation for Instance Image RetrievalCode0
Learning Text-Image Joint Embedding for Efficient Cross-Modal Retrieval with Deep Feature EngineeringCode0
Bayesian Attention Mechanism: A Probabilistic Framework for Positional Encoding and Context Length ExtrapolationCode0
Learning semantic sentence representations from visually grounded language without lexical knowledgeCode0
Learning TFIDF Enhanced Joint Embedding for Recipe-Image Cross-Modal Retrieval ServiceCode0
Learning Retrieval Augmentation for Personalized Dialogue GenerationCode0
A Deep Learning Architecture for Passive Microwave Precipitation Retrievals using CloudSat and GPM DataCode0
Learning Permutation-Invariant Embeddings for Description Logic ConceptsCode0
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All datasetsQuora Question PairsHotpotQANatural QuestionsOK-VQAInfoSeekMVKPolyvorePubMedQAPubMedQA corpus with metadataToolLensคลิปไวรัล!! ไอซ์ ปรีชญา ลืมปิดไลฟ์สดตอนอาบน้ำ ถูกแชร์กระหึ่มเน็ต

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