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 24012450 of 14297 papers

TitleStatusHype
XOR QA: Cross-lingual Open-Retrieval Question AnsweringCode1
Should Graph Convolution Trust Neighbors? A Simple Causal Inference MethodCode1
LCD -- Line Clustering and Description for Place RecognitionCode1
CoRT: Complementary Rankings from TransformersCode1
Learning To Retrieve: How to Train a Dense Retrieval Model Effectively and EfficientlyCode1
Open Question Answering over Tables and TextCode1
Self-supervised Co-training for Video Representation LearningCode1
Audio-based Near-Duplicate Video Retrieval with Audio Similarity LearningCode1
Delaying Interaction Layers in Transformer-based Encoders for Efficient Open Domain Question AnsweringCode1
On the Exploration of Incremental Learning for Fine-grained Image RetrievalCode1
MedDG: An Entity-Centric Medical Consultation Dataset for Entity-Aware Medical Dialogue GenerationCode1
PlenoptiCam v1.0: A light-field imaging frameworkCode1
X-FACTR: Multilingual Factual Knowledge Retrieval from Pretrained Language ModelsCode1
MedICaT: A Dataset of Medical Images, Captions, and Textual ReferencesCode1
Open-Domain Question Answering Goes Conversational via Question RewritingCode1
Retrieve and Refine: Exemplar-based Neural Comment GenerationCode1
Dense Relational Image Captioning via Multi-task Triple-Stream NetworksCode1
Inductive Entity Representations from Text via Link PredictionCode1
Learning Binary Semantic Embedding for Histology Image Classification and RetrievalCode1
Learning to Explain: Datasets and Models for Identifying Valid Reasoning Chains in Multihop Question-AnsweringCode1
Less is more: Faster and better music version identification with embedding distillationCode1
Cross-Thought for Sentence Encoder Pre-trainingCode1
Improving Efficient Neural Ranking Models with Cross-Architecture Knowledge DistillationCode1
Are "Undocumented Workers" the Same as "Illegal Aliens"? Disentangling Denotation and Connotation in Vector SpacesCode1
Interactive Fiction Game Playing as Multi-Paragraph Reading Comprehension with Reinforcement LearningCode1
Conversational Document Prediction to Assist Customer Care AgentsCode1
Autoregressive Entity RetrievalCode1
Contrastive Learning of Medical Visual Representations from Paired Images and TextCode1
RISA-Net: Rotation-Invariant Structure-Aware Network for Fine-Grained 3D Shape RetrievalCode1
DASGIL: Domain Adaptation for Semantic and Geometric-aware Image-based LocalizationCode1
MLRSNet: A Multi-label High Spatial Resolution Remote Sensing Dataset for Semantic Scene UnderstandingCode1
A Novel Ridge Detector for Nonstationary Multicomponent Signals: Development and Application to Robust Mode RetrievalCode1
SPARTA: Efficient Open-Domain Question Answering via Sparse Transformer Matching RetrievalCode1
Answering Complex Open-Domain Questions with Multi-Hop Dense RetrievalCode1
Topic-Aware Multi-turn Dialogue ModelingCode1
Persian Keyphrase Generation Using Sequence-to-Sequence ModelsCode1
A BFS-Tree of Ranking References for Unsupervised Manifold LearningCode1
Embedding-based Zero-shot Retrieval through Query GenerationCode1
Frame-wise Cross-modal Matching for Video Moment RetrievalCode1
Multi-Modal Reasoning Graph for Scene-Text Based Fine-Grained Image Classification and RetrievalCode1
Longformer for MS MARCO Document Re-ranking TaskCode1
Joint ptycho-tomography with deep generative priorsCode1
Can You Spot the Chameleon? Adversarially Camouflaging Images from Co-Salient Object DetectionCode1
S2SD: Simultaneous Similarity-based Self-Distillation for Deep Metric LearningCode1
Generation-Augmented Retrieval for Open-domain Question AnsweringCode1
Simplified TinyBERT: Knowledge Distillation for Document RetrievalCode1
Multilingual Music Genre Embeddings for Effective Cross-Lingual Music Item AnnotationCode1
Domain-invariant Similarity Activation Map Contrastive Learning for Retrieval-based Long-term Visual LocalizationCode1
BERT-QE: Contextualized Query Expansion for Document Re-rankingCode1
Multimodal Joint Attribute Prediction and Value Extraction for E-commerce ProductCode1
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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