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 3691–3700 of 14297 papers

Title	Date	Tasks	Status	Score
Reducing Predictive Feature Suppression in Resource-Constrained Contrastive Image-Caption Retrieval	Apr 28, 2022	Contrastive LearningRetrieval	CodeCode Available	5
Conversational Gold: Evaluating Personalized Conversational Search System using Gold Nuggets	Mar 12, 2025	Answer GenerationConversational Search	CodeCode Available	5
KEPR: Knowledge Enhancement and Plausibility Ranking for Generative Commonsense Question Answering	May 15, 2023	Passage RetrievalQuestion Answering	CodeCode Available	5
Optimizing Rare Word Accuracy in Direct Speech Translation with a Retrieval-and-Demonstration Approach	Sep 13, 2024	In-Context LearningRetrieval	CodeCode Available	5
KIT's Multilingual Speech Translation System for IWSLT 2023	Jun 8, 2023	Data AugmentationRetrieval	CodeCode Available	5
Learning Deep Representations of Fine-grained Visual Descriptions	May 17, 2016	AttributeImage Retrieval	CodeCode Available	5
Beyond Domain Gap: Exploiting Subjectivity in Sketch-Based Person Retrieval	Sep 15, 2023	Person Re-IdentificationPerson Retrieval	CodeCode Available	5
Orthogonal Matrix Retrieval with Spatial Consensus for 3D Unknown-View Tomography	Jul 6, 2022	Retrieval	CodeCode Available	5
Conversational Factor Information Retrieval Model (ConFIRM)	Oct 6, 2023	GPUInformation Retrieval	CodeCode Available	5
Conversational Browsing	Dec 7, 2020	Information RetrievalQuestion Answering	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