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

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 701–725 of 14297 papers

Title	Date	Tasks	Status	Hype	Score
Injecting Domain Adaptation with Learning-to-hash for Effective and Efficient Zero-shot Dense Retrieval	May 23, 2022	Ad-Hoc Information RetrievalCPU	CodeCode Available	1	5
Efficient Adaptive Human-Object Interaction Detection with Concept-guided Memory	Sep 7, 2023	Human-Object Interaction DetectionRetrieval	CodeCode Available	1	5
Distill-VQ: Learning Retrieval Oriented Vector Quantization By Distilling Knowledge from Dense Embeddings	Apr 1, 2022	Contrastive LearningKnowledge Distillation	CodeCode Available	1	5
Distinctive Image Captioning: Leveraging Ground Truth Captions in CLIP Guided Reinforcement Learning	Feb 21, 2024	Cross-Modal RetrievalImage Captioning	CodeCode Available	1	5
A Deep Recurrent Survival Model for Unbiased Ranking	Apr 30, 2020	Information Retrievalmodel	CodeCode Available	1	5
Boosting vision transformers for image retrieval	Oct 21, 2022	image-classificationImage Classification	CodeCode Available	1	5
Joint ptycho-tomography with deep generative priors	Sep 20, 2020	DenoisingRetrieval	CodeCode Available	1	5
Boosting Co-teaching with Compression Regularization for Label Noise	Apr 28, 2021	Data Compressionimage-classification	CodeCode Available	1	5
BookWorm: A Dataset for Character Description and Analysis	Oct 14, 2024	Retrieval	CodeCode Available	1	5
Boosting Healthcare LLMs Through Retrieved Context	Sep 23, 2024	BenchmarkingMultiple-choice	CodeCode Available	1	5
A Deep Local and Global Scene-Graph Matching for Image-Text Retrieval	Jun 4, 2021	Graph MatchingImage Retrieval	CodeCode Available	1	5
Boilerplate Removal using a Neural Sequence Labeling Model	Apr 22, 2020	ArticlesInformation Retrieval	CodeCode Available	1	5
Distilling Knowledge from Reader to Retriever for Question Answering	Dec 8, 2020	Information RetrievalKnowledge Distillation	CodeCode Available	1	5
Dive into Decision Trees and Forests: A Theoretical Demonstration	Jan 20, 2021	Information RetrievalRecommendation Systems	CodeCode Available	1	5
BMRetriever: Tuning Large Language Models as Better Biomedical Text Retrievers	Apr 29, 2024	RetrievalUnsupervised Pre-training	CodeCode Available	1	5
Dissecting Fine-Tuning Unlearning in Large Language Models	Oct 9, 2024	Retrieval	CodeCode Available	1	5
Distantly-Supervised Dense Retrieval Enables Open-Domain Question Answering without Evidence Annotation	Nov 1, 2021	Open-Domain Question AnsweringQuestion Answering	CodeCode Available	1	5
Birdie: Advancing State Space Models with Reward-Driven Objectives and Curricula	Nov 1, 2024	Computational EfficiencyQuestion Answering	CodeCode Available	1	5
BirdSAT: Cross-View Contrastive Masked Autoencoders for Bird Species Classification and Mapping	Oct 29, 2023	Contrastive LearningCross-Modal Retrieval	CodeCode Available	1	5
GLOW : Global Weighted Self-Attention Network for Web Search	Jul 10, 2020	Document RankingInformation Retrieval	CodeCode Available	1	5
Accurate 3-DoF Camera Geo-Localization via Ground-to-Satellite Image Matching	Mar 26, 2022	geo-localizationImage Retrieval	CodeCode Available	1	5
A Deep Generative Framework for Paraphrase Generation	Sep 15, 2017	DecoderInformation Retrieval	CodeCode Available	1	5
Distantly-Supervised Evidence Retrieval Enables Question Answering without Evidence Annotation	Oct 10, 2021	Open-Domain Question AnsweringQuestion Answering	CodeCode Available	1	5
Diversify Question Generation with Retrieval-Augmented Style Transfer	Oct 23, 2023	DiversityQuestion Answering	CodeCode Available	1	5
DISP6D: Disentangled Implicit Shape and Pose Learning for Scalable 6D Pose Estimation	Jul 27, 2021	6D Pose EstimationMetric Learning	CodeCode Available	1	5

Show:10 25 50

← PrevPage 29 of 572Next →

All datasets Quora Question Pairs HotpotQA Natural Questions OK-VQA InfoSeek MVK Polyvore PubMedQA PubMedQA corpus with metadata ToolLens คลิปไวรัล!! ไอซ์ ปรีชญา ลืมปิดไลฟ์สดตอนอาบน้ำ ถูกแชร์กระหึ่มเน็ต

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