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 601–625 of 14297 papers

Title	Date	Tasks	Status	Hype
Dense Relational Image Captioning via Multi-task Triple-Stream Networks	Oct 8, 2020	Graph GenerationImage Captioning	CodeCode Available	1
Densifying Sparse Representations for Passage Retrieval by Representational Slicing	Dec 9, 2021	Passage RetrievalRetrieval	CodeCode Available	1
Democratizing Large Language Models via Personalized Parameter-Efficient Fine-tuning	Feb 6, 2024	parameter-efficient fine-tuningRetrieval	CodeCode Available	1
Deformation-Aware 3D Model Embedding and Retrieval	Apr 2, 2020	3D Object ReconstructionMetric Learning	CodeCode Available	1
Defending Against Social Engineering Attacks in the Age of LLMs	Jun 18, 2024	Retrieval	CodeCode Available	1
Delaying Interaction Layers in Transformer-based Encoders for Efficient Open Domain Question Answering	Oct 16, 2020	Information RetrievalManagement	CodeCode Available	1
Dense-Captioning Events in Videos	May 2, 2017	Dense CaptioningRetrieval	CodeCode Available	1
Detecting Moments and Highlights in Videos via Natural Language Queries	Dec 1, 2021	DecoderMoment Retrieval	CodeCode Available	1
Stochastic Attraction-Repulsion Embedding for Large Scale Image Localization	Aug 27, 2018	Image-Based LocalizationRepresentation Learning	CodeCode Available	1
DeepSolution: Boosting Complex Engineering Solution Design via Tree-based Exploration and Bi-point Thinking	Feb 28, 2025	RAGRetrieval	CodeCode Available	1
Deep Triplet Hashing Network for Case-based Medical Image Retrieval	Jan 29, 2021	ClassificationDeep Hashing	CodeCode Available	1
Deep Self-Supervised Representation Learning for Free-Hand Sketch	Feb 3, 2020	Representation LearningRetrieval	CodeCode Available	1
DeepSeqSLAM: A Trainable CNN+RNN for Joint Global Description and Sequence-based Place Recognition	Nov 17, 2020	Autonomous DrivingAutonomous Navigation	CodeCode Available	1
DeepTrust: A Reliable Financial Knowledge Retrieval Framework For Explaining Extreme Pricing Anomalies	Mar 11, 2022	Anomaly DetectionInformation Retrieval	CodeCode Available	1
Deep Reinforcement Learning with Task-Adaptive Retrieval via Hypernetwork	Jun 19, 2023	Decision MakingDeep Reinforcement Learning	CodeCode Available	1
DeepPatent: Large scale patent drawing recognition and retrieval	Jan 1, 2022	Image RetrievalRetrieval	CodeCode Available	1
Deep Relational Metric Learning	Aug 23, 2021	Image ClusteringMetric Learning	CodeCode Available	1
Deep Hashing Network for Unsupervised Domain Adaptation	Jun 22, 2017	Deep HashingDomain Adaptation	CodeCode Available	1
DebateQA: Evaluating Question Answering on Debatable Knowledge	Aug 2, 2024	DiversityQuestion Answering	CodeCode Available	1
Deep metric learning using Triplet network	Dec 20, 2014	General ClassificationInformation Retrieval	CodeCode Available	1
Deep Unsupervised Image Hashing by Maximizing Bit Entropy	Dec 22, 2020	Deep HashingRetrieval	CodeCode Available	1
Detection and Retrieval of Out-of-Distribution Objects in Semantic Segmentation	May 14, 2020	Dimensionality ReductionImage Retrieval	CodeCode Available	1
Deep Declarative Dynamic Time Warping for End-to-End Learning of Alignment Paths	Mar 19, 2023	Dynamic Time WarpingInformation Retrieval	CodeCode Available	1
Advancing TTP Analysis: Harnessing the Power of Large Language Models with Retrieval Augmented Generation	Dec 30, 2023	DecoderHallucination	CodeCode Available	1
DeepEMD: Differentiable Earth Mover's Distance for Few-Shot Learning	Mar 15, 2020	ClassificationFew-Shot Image Classification	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