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 28012850 of 14297 papers

TitleStatusHype
Boosting Zero-shot Cross-lingual Retrieval by Training on Artificially Code-Switched DataCode0
Linking In-context Learning in Transformers to Human Episodic MemoryCode0
Boosting Visual-Language Models by Exploiting Hard SamplesCode0
Linear Algebraic Structure of Word Senses, with Applications to PolysemyCode0
Likelihood as a Performance Gauge for Retrieval-Augmented GenerationCode0
A non-alternating graph hashing algorithm for large scale image searchCode0
Large Language Models are Limited in Out-of-Context Knowledge ReasoningCode0
Linking Social Media Posts to News with Siamese TransformersCode0
Literature Retrieval for Precision Medicine with Neural Matching and Faceted SummarizationCode0
Adversarial Autoencoders for Compact Representations of 3D Point CloudsCode0
Boosting Search Performance Using Query VariationsCode0
Boosting legal case retrieval by query content selection with large language modelsCode0
Annotative IndexingCode0
Annotation Order Matters: Recurrent Image Annotator for Arbitrary Length Image TaggingCode0
Lightweight Cross-Lingual Sentence Representation LearningCode0
Lifelong Histopathology Whole Slide Image Retrieval via Distance Consistency RehearsalCode0
Lexicon and Rule-based Word Lemmatization Approach for the Somali LanguageCode0
Lexically-Accelerated Dense RetrievalCode0
Lightweight Multi-System Multivariate Interconnection and Divergence DiscoveryCode0
BOLT: An Automated Deep Learning Framework for Training and Deploying Large-Scale Search and Recommendation Models on Commodity CPU HardwareCode0
Software Model Evolution with Large Language Models: Experiments on Simulated, Public, and Industrial DatasetsCode0
Leveraging Geometry for Shape Estimation from a Single RGB ImageCode0
Leveraging Acoustic Images for Effective Self-Supervised Audio Representation LearningCode0
Advancing Topic Segmentation and Outline Generation in Chinese Texts: The Paragraph-level Topic Representation, Corpus, and BenchmarkCode0
Let's Transfer Transformations of Shared Semantic RepresentationsCode0
Leveraging Automatic CAD Annotations for Supervised Learning in 3D Scene UnderstandingCode0
Less is More: Rejecting Unreliable Reviews for Product Question AnsweringCode0
Less is More: Removing Text-regions Improves CLIP Training Efficiency and RobustnessCode0
Leveraging Capsule Routing to Associate Knowledge with Medical Literature HierarchicallyCode0
Leveraging Unlabeled Data for Crowd Counting by Learning to RankCode0
Length is a Curse and a Blessing for Document-level SemanticsCode0
A Hybrid Compact Neural Architecture for Visual Place RecognitionCode0
BiVLC: Extending Vision-Language Compositionality Evaluation with Text-to-Image RetrievalCode0
LEGAL-UQA: A Low-Resource Urdu-English Dataset for Legal Question AnsweringCode0
LeNER-Br: a Dataset for Named Entity Recognition in Brazilian Legal TextCode0
Advancing Natural-Language Based Audio Retrieval with PaSST and Large Audio-Caption Data SetsCode0
Legal Case Document Similarity: You Need Both Network and TextCode0
An Integrated Approach for Keyphrase Generation via Exploring the Power of Retrieval and ExtractionCode0
BIRCO: A Benchmark of Information Retrieval Tasks with Complex ObjectivesCode0
Supervised Online Hashing via Hadamard Codebook LearningCode0
LeCaRDv2: A Large-Scale Chinese Legal Case Retrieval DatasetCode0
Advancing Image Retrieval with Few-Shot Learning and Relevance FeedbackCode0
Extractive Explanations for Interpretable Text RankingCode0
An Information Retrieval Approach to Short Text ConversationCode0
BioRAGent: A Retrieval-Augmented Generation System for Showcasing Generative Query Expansion and Domain-Specific Search for Scientific Q&ACode0
Learn to Understand Negation in Video 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
Learning vs Retrieval: The Role of In-Context Examples in Regression with LLMsCode0
BioNerFlair: biomedical named entity recognition using flair embedding and sequence taggerCode0
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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