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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 2101–2150 of 14297 papers

TitleStatusHype
Knowledge Enhanced Fine-Tuning for Better Handling Unseen Entities in Dialogue GenerationCode1
DSSL: Deep Surroundings-person Separation Learning for Text-based Person RetrievalCode1
An Objective Metric for Explainable AI: How and Why to Estimate the Degree of ExplainabilityCode1
Contrastive Quantization with Code Memory for Unsupervised Image RetrievalCode1
An Empirical Study of GPT-3 for Few-Shot Knowledge-Based VQACode1
Weakly-Supervised Visual-Retriever-Reader for Knowledge-based Question AnsweringCode1
Efficient Nearest Neighbor Language ModelsCode1
Improving Deep Metric Learning by Divide and ConquerCode1
Improving Video-Text Retrieval by Multi-Stream Corpus Alignment and Dual Softmax LossCode1
Learning with Holographic Reduced RepresentationsCode1
Video Pose Distillation for Few-Shot, Fine-Grained Sports Action RecognitionCode1
You Only Hear Once: A YOLO-like Algorithm for Audio Segmentation and Sound Event DetectionCode1
mMARCO: A Multilingual Version of the MS MARCO Passage Ranking DatasetCode1
Robust Retrieval Augmented Generation for Zero-shot Slot FillingCode1
Improving Query Representations for Dense Retrieval with Pseudo Relevance FeedbackCode1
Dealing with Typos for BERT-based Passage Retrieval and RankingCode1
Retrieval Augmented Code Generation and SummarizationCode1
A Statutory Article Retrieval Dataset in FrenchCode1
On Approximate Nearest Neighbour Selection for Multi-Stage Dense RetrievalCode1
Recall@k Surrogate Loss with Large Batches and Similarity MixupCode1
Deep Relational Metric LearningCode1
Learning Sparse Analytic Filters for Piano TranscriptionCode1
Query Embedding Pruning for Dense RetrievalCode1
Pre-training for Ad-hoc Retrieval: Hyperlink is Also You NeedCode1
Mr. TyDi: A Multi-lingual Benchmark for Dense RetrievalCode1
Contrastive Language-Image Pre-training for the Italian LanguageCode1
Fast Passage Re-ranking with Contextualized Exact Term Matching and Efficient Passage ExpansionCode1
ChMusic: A Traditional Chinese Music Dataset for Evaluation of Instrument RecognitionCode1
X-modaler: A Versatile and High-performance Codebase for Cross-modal AnalyticsCode1
Learning Implicit User Profiles for Personalized Retrieval-Based ChatbotCode1
Universal Cross-Domain Retrieval: Generalizing Across Classes and DomainsCode1
A Simple and Efficient Reconstruction Backbone for Snapshot Compressive ImagingCode1
Complex Knowledge Base Question Answering: A SurveyCode1
On Single and Multiple Representations in Dense Passage RetrievalCode1
Unsupervised Corpus Aware Language Model Pre-training for Dense Passage RetrievalCode1
Retrieval & Interaction Machine for Tabular Data PredictionCode1
Image Retrieval on Real-life Images with Pre-trained Vision-and-Language ModelsCode1
Skeleton-Contrastive 3D Action Representation LearningCode1
Adaptive label-aware graph convolutional networks for cross-modal retrievalCode1
DOLG: Single-Stage Image Retrieval with Deep Orthogonal Fusion of Local and Global FeaturesCode1
Video Contrastive Learning with Global ContextCode1
Transfer Learning for Pose Estimation of Illustrated CharactersCode1
CNN Based Autoencoder Application in Breast Cancer Image RetrievalCode1
Learning Compatible EmbeddingsCode1
Jointly Optimizing Query Encoder and Product Quantization to Improve Retrieval PerformanceCode1
A Gradually Soft Multi-Task and Data-Augmented Approach to Medical Question UnderstandingCode1
Product1M: Towards Weakly Supervised Instance-Level Product Retrieval via Cross-modal PretrainingCode1
MTVR: Multilingual Moment Retrieval in VideosCode1
Fast and Scalable Image Search For HistologyCode1
DISP6D: Disentangled Implicit Shape and Pose Learning for Scalable 6D Pose EstimationCode1
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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