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 4426–4450 of 14297 papers

Title	Date	Tasks	Status	Score
IDEAL: Independent Domain Embedding Augmentation Learning	May 21, 2021	Image RetrievalMetric Learning	CodeCode Available	5
CHEF: Cross-modal Hierarchical Embeddings for Food Domain Retrieval	Feb 4, 2021	Cross-Modal RetrievalRetrieval	CodeCode Available	5
Hybrid Style Siamese Network: Incorporating style loss in complementary apparels retrieval	Nov 23, 2019	Complimentary Image RetrievalImage Retrieval	CodeCode Available	5
Hybrid Losses for Hierarchical Embedding Learning	Jan 22, 2025	Multi-Task LearningRetrieval	CodeCode Available	5
Check_square at CheckThat! 2020: Claim Detection in Social Media via Fusion of Transformer and Syntactic Features	Jul 21, 2020	Fact CheckingRetrieval	CodeCode Available	5
A Geometric Analysis of Phase Retrieval	Feb 22, 2016	GPRRetrieval	CodeCode Available	5
HybridCite: A Hybrid Model for Context-Aware Citation Recommendation	Feb 15, 2020	Citation RecommendationInformation Retrieval	CodeCode Available	5
Human Preferences as Dueling Bandits	Apr 21, 2022	Information RetrievalOnline Ranker Evaluation	CodeCode Available	5
Are Large Language Models Good at Utility Judgments?	Mar 28, 2024	Answer GenerationBenchmarking	CodeCode Available	5
HUSE: Hierarchical Universal Semantic Embeddings	Nov 14, 2019	General ClassificationRepresentation Learning	CodeCode Available	5
Cheap and Good? Simple and Effective Data Augmentation for Low Resource Machine Reading	Jun 8, 2021	Data AugmentationMachine Reading Comprehension	CodeCode Available	5
A Regularized Conditional GAN for Posterior Sampling in Image Recovery Problems	Oct 24, 2022	DeblurringImage-to-Image Translation	CodeCode Available	5
Human Motion Analysis with Deep Metric Learning	Jul 30, 2018	Dynamic Time WarpingMetric Learning	CodeCode Available	5
Hybrid and Collaborative Passage Reranking	May 16, 2023	Passage RerankingPassage Retrieval	CodeCode Available	5
Human-in-the-loop Machine Translation with Large Language Model	Oct 13, 2023	In-Context LearningLanguage Modeling	CodeCode Available	5
Hubness Reduction Improves Sentence-BERT Semantic Spaces	Nov 30, 2023	Information RetrievalRetrieval	CodeCode Available	5
Hubless Nearest Neighbor Search for Bilingual Lexicon Induction	Jul 1, 2019	Bilingual Lexicon InductionRetrieval	CodeCode Available	5
Hybrid Approximate Nearest Neighbor Indexing and Search (HANNIS) for Large Descriptor Databases	Jan 26, 2023	Retrieval	CodeCode Available	5
ChatSearch: a Dataset and a Generative Retrieval Model for General Conversational Image Retrieval	Oct 24, 2024	Image RetrievalRetrieval	CodeCode Available	5
HRDE: Retrieval-Augmented Large Language Models for Chinese Health Rumor Detection and Explainability	Jun 30, 2024	Retrieval	CodeCode Available	5
How to Leverage Personal Textual Knowledge for Personalized Conversational Information Retrieval	Jul 23, 2024	Information RetrievalLanguage Modeling	CodeCode Available	5
How Train-Test Leakage Affects Zero-shot Retrieval	Jun 29, 2022	Retrieval	CodeCode Available	5
ChatGPT for GTFS: Benchmarking LLMs on GTFS Understanding and Retrieval	Aug 4, 2023	BenchmarkingInformation Retrieval	CodeCode Available	5
Are All Combinations Equal? Combining Textual and Visual Features with Multiple Space Learning for Text-Based Video Retrieval	Nov 21, 2022	AllRetrieval	CodeCode Available	5
A Reality Check on Context Utilisation for Retrieval-Augmented Generation	Dec 22, 2024	Claim VerificationLanguage Modeling	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