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 5011–5020 of 14297 papers

Title	Date	Tasks	Status	Score
EDeR: A Dataset for Exploring Dependency Relations Between Events	Apr 4, 2023	Event ExtractionInformation Retrieval	CodeCode Available	5
ECtHR-PCR: A Dataset for Precedent Understanding and Prior Case Retrieval in the European Court of Human Rights	Mar 31, 2024	Legal ReasoningRetrieval	CodeCode Available	5
An Unsupervised Cross-Modal Hashing Method Robust to Noisy Training Image-Text Correspondences in Remote Sensing	Feb 26, 2022	Image-text RetrievalMeta-Learning	CodeCode Available	5
GATE-Time: Extraction of Temporal Expressions and Events	May 1, 2016	Information RetrievalRetrieval	CodeCode Available	5
ECO: Efficient Convolutional Network for Online Video Understanding	Apr 24, 2018	Action ClassificationAction Recognition	CodeCode Available	5
Game-Based Video-Context Dialogue	Sep 12, 2018	Retrieval	CodeCode Available	5
An unsupervised and customizable misspelling generator for mining noisy health-related text sources	Jun 4, 2018	Retrieval	CodeCode Available	5
GANzzle: Reframing jigsaw puzzle solving as a retrieval task using a generative mental image	Jul 12, 2022	Deep LearningRetrieval	CodeCode Available	5
A Comparison of Question Rewriting Methods for Conversational Passage Retrieval	Jan 19, 2021	Passage RetrievalQuestion Rewriting	CodeCode Available	5
Functional Object-Oriented Network: Construction & Expansion	Jul 5, 2018	ObjectRetrieval	CodeCode Available	5

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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