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

Showing 28512900 of 14297 papers

TitleStatusHype
BioRAGent: A Retrieval-Augmented Generation System for Showcasing Generative Query Expansion and Domain-Specific Search for Scientific Q&ACode0
Linked Data Triples Enhance Document Relevance ClassificationCode0
LLaVA-MR: Large Language-and-Vision Assistant for Video Moment RetrievalCode0
An Information Retrieval Approach to Building Datasets for Hate Speech DetectionCode0
BioNLP-OST 2019 RDoC Tasks: Multi-grain Neural Relevance Ranking Using Topics and Attention Based Query-Document-Sentence InteractionsCode0
BioNerFlair: biomedical named entity recognition using flair embedding and sequence taggerCode0
An Information Retrieval and Extraction Tool for Covid-19 Related PapersCode0
A Compact Embedding for Facial Expression SimilarityCode0
Lifelong Histopathology Whole Slide Image Retrieval via Distance Consistency RehearsalCode0
An Indexing Scheme and Descriptor for 3D Object Retrieval Based on Local Shape QueryingCode0
Biomedical Named Entity Recognition at ScaleCode0
A Commonsense-Infused Language-Agnostic Learning Framework for Enhancing Prediction of Political Polarity in Multilingual News HeadlinesCode0
Lexically-Accelerated Dense RetrievalCode0
An In-depth Analysis of Passage-Level Label Transfer for Contextual Document RankingCode0
Leveraging Unlabeled Data for Crowd Counting by Learning to RankCode0
Biological Random Walks: multi-omics integration for disease gene prioritizationCode0
Lexicon and Rule-based Word Lemmatization Approach for the Somali LanguageCode0
Bio-Eng-LMM AI Assist chatbot: A Comprehensive Tool for Research and EducationCode0
Leveraging Geometry for Shape Estimation from a Single RGB ImageCode0
Advancing continual lifelong learning in neural information retrieval: definition, dataset, framework, and empirical evaluationCode0
Leveraging Capsule Routing to Associate Knowledge with Medical Literature HierarchicallyCode0
BinGAN: Learning Compact Binary Descriptors with a Regularized GANCode0
Leveraging Automatic CAD Annotations for Supervised Learning in 3D Scene UnderstandingCode0
Software Model Evolution with Large Language Models: Experiments on Simulated, Public, and Industrial DatasetsCode0
Let's Transfer Transformations of Shared Semantic RepresentationsCode0
Binary Generative Adversarial Networks for Image RetrievalCode0
Less is More: Removing Text-regions Improves CLIP Training Efficiency and RobustnessCode0
Binary Document Image Super Resolution for Improved Readability and OCR PerformanceCode0
An F-shape Click Model for Information Retrieval on Multi-block Mobile PagesCode0
An Extractive-and-Abstractive Framework for Source Code SummarizationCode0
Less is More: Rejecting Unreliable Reviews for Product Question AnsweringCode0
Leveraging Acoustic Images for Effective Self-Supervised Audio Representation LearningCode0
LLaVA Needs More Knowledge: Retrieval Augmented Natural Language Generation with Knowledge Graph for Explaining Thoracic PathologiesCode0
An Exploratory Study on Long Dialogue Summarization: What Works and What’s NextCode0
LEGAL-UQA: A Low-Resource Urdu-English Dataset for Legal Question AnsweringCode0
An Exploratory Study on Long Dialogue Summarization: What Works and What's NextCode0
LeNER-Br: a Dataset for Named Entity Recognition in Brazilian Legal TextCode0
Length is a Curse and a Blessing for Document-level SemanticsCode0
LeCaRDv2: A Large-Scale Chinese Legal Case Retrieval DatasetCode0
Bilingual Lexicon Induction through Unsupervised Machine TranslationCode0
Extractive Explanations for Interpretable Text RankingCode0
Legal Case Document Similarity: You Need Both Network and TextCode0
Bilingual BSARD: Extending Statutory Article Retrieval to DutchCode0
Bilingual alignment transfers to multilingual alignment for unsupervised parallel text miningCode0
Learning vs Retrieval: The Role of In-Context Examples in Regression with LLMsCode0
Learning with Average Precision: Training Image Retrieval with a Listwise LossCode0
Learning Without LossCode0
Learning Unseen Modality InteractionCode0
Learning Visual Actions Using Multiple Verb-Only LabelsCode0
A New Perspective on ADHD Research: Knowledge Graph Construction with LLMs and Network Based InsightsCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second183.53Unverified
2ElasticsearchQueries per second21.8Unverified
3BM25-PTQueries per second6.49Unverified
4Rank-BM25Queries per second1.18Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second20.88Unverified
2ElasticsearchQueries per second7.11Unverified
3Rank-BM25Queries per second0.04Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second41.85Unverified
2ElasticsearchQueries per second12.16Unverified
3Rank-BM25Queries per second0.1Unverified
#ModelMetricClaimedVerifiedStatus
1FLMRRecall@589.32Unverified
2RA-VQARecall@582.84Unverified
#ModelMetricClaimedVerifiedStatus
1PreFLMRRecall@562.1Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP-KIStext-to-video Mean Rank30Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4OutfitRecall@57.59Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1Unverified
#ModelMetricClaimedVerifiedStatus
1COLTCOMP@84.55Unverified
#ModelMetricClaimedVerifiedStatus
1hello0L1,121,222Unverified