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 2391–2400 of 14297 papers

Title	Date	Tasks	Status	Hype	Score
Sculpting Holistic 3D Representation in Contrastive Language-Image-3D Pre-training	Nov 3, 2023	Contrastive LearningRetrieval	CodeCode Available	1	5
CLAPNQ: Cohesive Long-form Answers from Passages in Natural Questions for RAG systems	Apr 2, 2024	FormLong Form Question Answering	CodeCode Available	1	5
Keyword-Attentive Deep Semantic Matching	Mar 11, 2020	RetrievalText Matching	CodeCode Available	1	5
CLARA: Multilingual Contrastive Learning for Audio Representation Acquisition	Oct 18, 2023	Audio ClassificationContrastive Learning	CodeCode Available	1	5
DeepSolution: Boosting Complex Engineering Solution Design via Tree-based Exploration and Bi-point Thinking	Feb 28, 2025	RAGRetrieval	CodeCode Available	1	5
DeepSeqSLAM: A Trainable CNN+RNN for Joint Global Description and Sequence-based Place Recognition	Nov 17, 2020	Autonomous DrivingAutonomous Navigation	CodeCode Available	1	5
Building A Coding Assistant via the Retrieval-Augmented Language Model	Oct 21, 2024	Code CompletionCode Generation	CodeCode Available	1	5
Mixture of Structural-and-Textual Retrieval over Text-rich Graph Knowledge Bases	Feb 27, 2025	RerankingRetrieval	CodeCode Available	1	5
Answering Complex Open-Domain Questions with Multi-Hop Dense Retrieval	Sep 27, 2020	Question AnsweringRetrieval	CodeCode Available	1	5
COBRA: Contrastive Bi-Modal Representation Algorithm	May 7, 2020	Cross-Modal RetrievalImage Captioning	CodeCode Available	1	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