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 12001–12050 of 14297 papers

TitleStatusHype
Binary Document Image Super Resolution for Improved Readability and OCR PerformanceCode0
Bilingual Lexicon Induction through Unsupervised Machine TranslationCode0
ExprGAN: Facial Expression Editing with Controllable Expression IntensityCode0
Critically Examining the "Neural Hype": Weak Baselines and the Additivity of Effectiveness Gains from Neural Ranking ModelsCode0
Learning to Retrieve Videos by Asking QuestionsCode0
Bilingual BSARD: Extending Statutory Article Retrieval to DutchCode0
Escape from Cells: Deep Kd-Networks for the Recognition of 3D Point Cloud ModelsCode0
A Convolutional Autoencoder Approach to Learn Volumetric Shape Representations for Brain StructuresCode0
Extending CLIP for Category-to-image Retrieval in E-commerceCode0
ERVD: An Efficient and Robust ViT-Based Distillation Framework for Remote Sensing Image RetrievalCode0
Error-margin Analysis for Hidden Neuron Activation LabelsCode0
Learning to Search in Long Documents Using Document StructureCode0
A Modern Perspective on Query Likelihood with Deep Generative Retrieval ModelsCode0
AMNS: Attention-Weighted Selective Mask and Noise Label Suppression for Text-to-Image Person RetrievalCode0
Neural Vector Spaces for Unsupervised Information RetrievalCode0
A Deep Architecture for Semantic Matching with Multiple Positional Sentence RepresentationsCode0
Nearly Minimax-Optimal Rates for Noisy Sparse Phase Retrieval via Early-Stopped Mirror DescentCode0
Learning to Speak and Act in a Fantasy Text Adventure GameCode0
Extracting Event-Centric Document Collections from Large-Scale Web ArchivesCode0
Multi-source Neural Topic Modeling in Multi-view Embedding SpacesCode0
Efficiency Unleashed: Inference Acceleration for LLM-based Recommender Systems with Speculative DecodingCode0
Information Retrieval for ZeroSpeech 2021: The Submission by University of WroclawCode0
Bilingual alignment transfers to multilingual alignment for unsupervised parallel text miningCode0
Multistage BiCross encoder for multilingual access to COVID-19 health informationCode0
AMIL: Adversarial Multi Instance Learning for Human Pose EstimationCode0
Learning to Weight for Text ClassificationCode0
Extraction and Analysis of Fictional Character Networks: A SurveyCode0
Object Priors for Classifying and Localizing Unseen ActionsCode0
A Method for Detecting Legal Article Competition for Korean Criminal Law Using a Case-augmented Mention GraphCode0
Information Retrieval in the Age of Generative AI: The RGB ModelCode0
Neurocache: Efficient Vector Retrieval for Long-range Language ModelingCode0
FaaF: Facts as a Function for the evaluation of generated textCode0
AmazonQA: A Review-Based Question Answering TaskCode0
Multi-stage Pre-training over Simplified Multimodal Pre-training ModelsCode0
Bi-Directional Lattice Recurrent Neural Networks for Confidence EstimationCode0
Learning Two-Branch Neural Networks for Image-Text Matching TasksCode0
A Massively Multilingual Analysis of Cross-linguality in Shared Embedding SpaceCode0
A Resource-Efficient Training Framework for Remote Sensing Text--Image RetrievalCode0
Information-Theoretic Active Learning for Content-Based Image RetrievalCode0
Information-Theoretic Generative Clustering of DocumentsCode0
Learning Unseen Modality InteractionCode0
QMOS: Enhancing LLMs for Telecommunication with Question Masked loss and Option ShufflingCode0
Bidirectional End-to-End Learning of Retriever-Reader Paradigm for Entity LinkingCode0
Learning Visual Actions Using Multiple Verb-Only LabelsCode0
MSTAR: Box-free Multi-query Scene Text Retrieval with Attention RecyclingCode0
Face the Facts! Evaluating RAG-based Fact-checking Pipelines in Realistic SettingsCode0
MST-R: Multi-Stage Tuning for Retrieval Systems and Metric EvaluationCode0
Learning Visual Importance for Graphic Designs and Data VisualizationsCode0
Injecting the BM25 Score as Text Improves BERT-Based Re-rankersCode0
InLoc: Indoor Visual Localization with Dense Matching and View SynthesisCode0
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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