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 1131–1140 of 14297 papers

Title	Date	Tasks	Status	Hype
DAPR: A Benchmark on Document-Aware Passage Retrieval	May 23, 2023	ArticlesPassage Retrieval	CodeCode Available	1
DAM: Dynamic Attention Mask for Long-Context Large Language Model Inference Acceleration	Jun 6, 2025	Computational EfficiencyLanguage Modeling	CodeCode Available	1
DAS: Densely-Anchored Sampling for Deep Metric Learning	Jul 30, 2022	Face RecognitionImage Retrieval	CodeCode Available	1
Latent Retrieval for Weakly Supervised Open Domain Question Answering	Jun 1, 2019	Information RetrievalOpen-Domain Question Answering	CodeCode Available	1
DASGIL: Domain Adaptation for Semantic and Geometric-aware Image-based Localization	Oct 1, 2020	Autonomous DrivingDomain Adaptation	CodeCode Available	1
AdaCQR: Enhancing Query Reformulation for Conversational Search via Sparse and Dense Retrieval Alignment	Jul 2, 2024	Context Query ReformulationConversational Search	CodeCode Available	1
Curriculum Learning for Dense Retrieval Distillation	Apr 28, 2022	Knowledge DistillationPassage Retrieval	CodeCode Available	1
CSPRD: A Financial Policy Retrieval Dataset for Chinese Stock Market	Sep 8, 2023	ArticlesPassage Retrieval	CodeCode Available	1
CSMeD: Bridging the Dataset Gap in Automated Citation Screening for Systematic Literature Reviews	Nov 21, 2023	Question AnsweringRetrieval	CodeCode Available	1
C-STS: Conditional Semantic Textual Similarity	May 24, 2023	Information RetrievalLanguage Model Evaluation	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