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 861–870 of 14297 papers

Title	Date	Tasks	Status	Hype
Text Proxy: Decomposing Retrieval from a 1-to-N Relationship into N 1-to-1 Relationships for Text-Video Retrieval	Oct 9, 2024	RetrievalText Retrieval	CodeCode Available	1
DataSculpt: Crafting Data Landscapes for Long-Context LLMs through Multi-Objective Partitioning	Sep 2, 2024	Code CompletionCombinatorial Optimization	CodeCode Available	1
A Deep Generative Framework for Paraphrase Generation	Sep 15, 2017	DecoderInformation Retrieval	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
Accurate 3-DoF Camera Geo-Localization via Ground-to-Satellite Image Matching	Mar 26, 2022	geo-localizationImage Retrieval	CodeCode Available	1
Effective Conditioned and Composed Image Retrieval Combining CLIP-Based Features	Jan 1, 2022	Composed Image Retrieval (CoIR)Contrastive Learning	CodeCode Available	1
Efficient and Discriminative Image Feature Extraction for Universal Image Retrieval	Sep 20, 2024	Image RetrievalMetric Learning	CodeCode Available	1
Efficient and Reproducible Biomedical Question Answering using Retrieval Augmented Generation	May 12, 2025	Question AnsweringRAG	CodeCode Available	1
Efficient Constant-Space Multi-Vector Retrieval	Apr 2, 2025	ManagementRetrieval	CodeCode Available	1
A Multi-Granularity-Aware Aspect Learning Model for Multi-Aspect Dense Retrieval	Dec 5, 2023	Language ModellingRetrieval	CodeCode Available	1

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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