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 3601–3625 of 14297 papers

Title	Date	Tasks	Status	Score
Knowledge graphs for empirical concept retrieval	Apr 10, 2024	General KnowledgeKnowledge Graphs	CodeCode Available	5
CORE: A Retrieve-then-Edit Framework for Counterfactual Data Generation	Oct 10, 2022	counterfactualData Augmentation	CodeCode Available	5
Benchmarking Vision-Language Contrastive Methods for Medical Representation Learning	Jun 11, 2024	BenchmarkingContrastive Learning	CodeCode Available	5
Deep Shape Matching	Sep 11, 2017	Domain GeneralizationImage Retrieval	CodeCode Available	5
Attention Sorting Combats Recency Bias In Long Context Language Models	Sep 28, 2023	PositionRetrieval	CodeCode Available	5
Nonconvex optimization for optimum retrieval of the transmission matrix of a multimode fiber	Aug 2, 2023	GPURetrieval	CodeCode Available	5
A Cascade Model for Argument Mining in Japanese Political Discussions: the QA Lab-PoliInfo-3 Case Study	Jul 4, 2022	Argument MiningInformation Retrieval	CodeCode Available	5
Knowledge-Enhanced Evidence Retrieval for Counterargument Generation	Sep 19, 2021	Knowledge GraphsNatural Language Inference	CodeCode Available	5
KnowZRel: Common Sense Knowledge-based Zero-Shot Relationship Retrieval for Generalised Scene Graph Generation	Feb 21, 2025	Common Sense ReasoningGraph Generation	CodeCode Available	5
Knowledge Base Index Compression via Dimensionality and Precision Reduction	Apr 6, 2022	Dimensionality ReductionQuestion Answering	CodeCode Available	5
Knowledge Corpus Error in Question Answering	Oct 27, 2023	Open-Domain Question AnsweringQuestion Answering	CodeCode Available	5
DeepSSN: a deep convolutional neural network to assess spatial scene similarity	Feb 7, 2022	Data AugmentationInformation Retrieval	CodeCode Available	5
Co-PACRR: A Context-Aware Neural IR Model for Ad-hoc Retrieval	Jun 30, 2017	Ad-Hoc Information RetrievalRetrieval	CodeCode Available	5
Attention-based Saliency Hashing for Ophthalmic Image Retrieval	Dec 7, 2020	Deep HashingImage Retrieval	CodeCode Available	5
Knowledgeable-r1: Policy Optimization for Knowledge Exploration in Retrieval-Augmented Generation	Jun 5, 2025	counterfactualRAG	CodeCode Available	5
Knowledge and Aptitude Augmented Generation: Adaptive Multi-Turn Interaction in LLM Systems	Jul 15, 2024	RAGRetrieval	CodeCode Available	5
Cooperative Retriever and Ranker in Deep Recommenders	Jun 28, 2022	Knowledge DistillationRecommendation Systems	CodeCode Available	5
NS3: Neuro-Symbolic Semantic Code Search	May 21, 2022	Code SearchQuestion Answering	CodeCode Available	5
oAdaBoost: An AdaBoost Variant for Ordinal Classification	Jan 12, 2015	ClassificationGeneral Classification	CodeCode Available	5
OBD-Finder: Explainable Coarse-to-Fine Text-Centric Oracle Bone Duplicates Discovery	May 4, 2025	Content-Based Image RetrievalImage Retrieval	CodeCode Available	5
Knowledge Base Completion for Long-Tail Entities	Jun 30, 2023	Knowledge Base CompletionRetrieval	CodeCode Available	5
Knowledge Distillation for Singing Voice Detection	Nov 9, 2020	Information RetrievalKnowledge Distillation	CodeCode Available	5
COOKIE: Contrastive Cross-Modal Knowledge Sharing Pre-Training for Vision-Language Representation	Jan 1, 2021	Contrastive LearningCross-Modal Retrieval	CodeCode Available	5
DeepTileBars: Visualizing Term Distribution for Neural Information Retrieval	Nov 1, 2018	Ad-Hoc Information RetrievalDocument Ranking	CodeCode Available	5
Co-occurrence of deep convolutional features for image search	Mar 30, 2020	DescriptiveImage Retrieval	CodeCode Available	5

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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