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 2426–2450 of 14297 papers

Title	Date	Tasks	Status	Hype
Conversational Document Prediction to Assist Customer Care Agents	Oct 5, 2020	Information RetrievalPrediction	CodeCode Available	1
Autoregressive Entity Retrieval	Oct 2, 2020	Entity DisambiguationEntity Linking	CodeCode Available	1
Contrastive Learning of Medical Visual Representations from Paired Images and Text	Oct 2, 2020	Contrastive LearningDescriptive	CodeCode Available	1
RISA-Net: Rotation-Invariant Structure-Aware Network for Fine-Grained 3D Shape Retrieval	Oct 2, 2020	3D Object Retrieval3D Shape Retrieval	CodeCode Available	1
DASGIL: Domain Adaptation for Semantic and Geometric-aware Image-based Localization	Oct 1, 2020	Autonomous DrivingDomain Adaptation	CodeCode Available	1
MLRSNet: A Multi-label High Spatial Resolution Remote Sensing Dataset for Semantic Scene Understanding	Oct 1, 2020	Deep Learningimage-classification	CodeCode Available	1
A Novel Ridge Detector for Nonstationary Multicomponent Signals: Development and Application to Robust Mode Retrieval	Sep 28, 2020	Retrieval	CodeCode Available	1
SPARTA: Efficient Open-Domain Question Answering via Sparse Transformer Matching Retrieval	Sep 28, 2020	Open-Domain Question AnsweringQuestion Answering	CodeCode Available	1
Answering Complex Open-Domain Questions with Multi-Hop Dense Retrieval	Sep 27, 2020	Question AnsweringRetrieval	CodeCode Available	1
Topic-Aware Multi-turn Dialogue Modeling	Sep 26, 2020	Retrieval	CodeCode Available	1
Persian Keyphrase Generation Using Sequence-to-Sequence Models	Sep 25, 2020	ArticlesInformation Retrieval	CodeCode Available	1
A BFS-Tree of Ranking References for Unsupervised Manifold Learning	Sep 24, 2020	BenchmarkingImage Retrieval	CodeCode Available	1
Embedding-based Zero-shot Retrieval through Query Generation	Sep 22, 2020	Passage RetrievalRetrieval	CodeCode Available	1
Frame-wise Cross-modal Matching for Video Moment Retrieval	Sep 22, 2020	Boundary DetectionMoment Retrieval	CodeCode Available	1
Multi-Modal Reasoning Graph for Scene-Text Based Fine-Grained Image Classification and Retrieval	Sep 21, 2020	Fine-Grained Image ClassificationGeneral Classification	CodeCode Available	1
Longformer for MS MARCO Document Re-ranking Task	Sep 20, 2020	Document RankingInformation Retrieval	CodeCode Available	1
Joint ptycho-tomography with deep generative priors	Sep 20, 2020	DenoisingRetrieval	CodeCode Available	1
Can You Spot the Chameleon? Adversarially Camouflaging Images from Co-Salient Object Detection	Sep 19, 2020	Adversarial AttackCo-Salient Object Detection	CodeCode Available	1
S2SD: Simultaneous Similarity-based Self-Distillation for Deep Metric Learning	Sep 17, 2020	Knowledge DistillationMetric Learning	CodeCode Available	1
Generation-Augmented Retrieval for Open-domain Question Answering	Sep 17, 2020	Natural QuestionsOpen-Domain Question Answering	CodeCode Available	1
Simplified TinyBERT: Knowledge Distillation for Document Retrieval	Sep 16, 2020	Document RankingKnowledge Distillation	CodeCode Available	1
Multilingual Music Genre Embeddings for Effective Cross-Lingual Music Item Annotation	Sep 16, 2020	Information RetrievalMusic Recommendation	CodeCode Available	1
Domain-invariant Similarity Activation Map Contrastive Learning for Retrieval-based Long-term Visual Localization	Sep 16, 2020	Autonomous DrivingContrastive Learning	CodeCode Available	1
BERT-QE: Contextualized Query Expansion for Document Re-ranking	Sep 15, 2020	Re-RankingRetrieval	CodeCode Available	1
Multimodal Joint Attribute Prediction and Value Extraction for E-commerce Product	Sep 15, 2020	AttributeAttribute Value Extraction	CodeCode Available	1

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Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	BM25S	Queries per second	183.53	—	Unverified
2	Elasticsearch	Queries per second	21.8	—	Unverified
3	BM25-PT	Queries per second	6.49	—	Unverified
4	Rank-BM25	Queries per second	1.18	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	BM25S	Queries per second	20.88	—	Unverified
2	Elasticsearch	Queries per second	7.11	—	Unverified
3	Rank-BM25	Queries per second	0.04	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	BM25S	Queries per second	41.85	—	Unverified
2	Elasticsearch	Queries per second	12.16	—	Unverified
3	Rank-BM25	Queries per second	0.1	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	FLMR	Recall@5	89.32	—	Unverified
2	RA-VQA	Recall@5	82.84	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	PreFLMR	Recall@5	62.1	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CLIP-KIS	text-to-video Mean Rank	30	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CLIP4Outfit	Recall@5	7.59	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	MetaGen Blended RAG	Accuracy (Top-1)	82.1	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	MetaGen Blended RAG	Accuracy (Top-1)	82.1	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	COLT	COMP@	84.55	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	hello	0L	1,121,222	—	Unverified