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 1461–1470 of 14297 papers

Title	Date	Tasks	Status	Hype
Audio Retrieval with Natural Language Queries: A Benchmark Study	Dec 17, 2021	AudioCapsAudio captioning	CodeCode Available	1
AtomR: Atomic Operator-Empowered Large Language Models for Heterogeneous Knowledge Reasoning	Nov 25, 2024	HallucinationQuestion Answering	CodeCode Available	1
3rd Place Solution to "Google Landmark Retrieval 2020"	Aug 24, 2020	ClusteringData Augmentation	CodeCode Available	1
Generalizing Single-View 3D Shape Retrieval to Occlusions and Unseen Objects	Dec 31, 2023	3D Shape RetrievalDataset Generation	CodeCode Available	1
Cross-modal Retrieval with Noisy Correspondence via Consistency Refining and Mining	Mar 25, 2024	Cross-Modal RetrievalCross-modal retrieval with noisy correspondence	CodeCode Available	1
Cross-Modal Adapter for Text-Video Retrieval	Nov 17, 2022	parameter-efficient fine-tuningRetrieval	CodeCode Available	1
Abstracting Sketches through Simple Primitives	Jul 27, 2022	Image RetrievalRetrieval	CodeCode Available	1
Generation-Augmented Retrieval for Open-domain Question Answering	Sep 17, 2020	Natural QuestionsOpen-Domain Question Answering	CodeCode Available	1
ATR4S: Toolkit with State-of-the-art Automatic Terms Recognition Methods in Scala	Nov 23, 2016	Information RetrievalMachine Translation	CodeCode Available	1
Cross-modal Contrastive Learning for Speech Translation	May 5, 2022	Contrastive LearningRetrieval	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