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 1311–1320 of 14297 papers

Title	Date	Tasks	Status	Hype
Generative Retrieval for Book search	Jan 19, 2025	Data AugmentationRetrieval	—Unverified	0
A Method for Multi-Hop Question Answering on Persian Knowledge Graph	Jan 18, 2025	Graph Question AnsweringInformation Retrieval	—Unverified	0
Learn-by-interact: A Data-Centric Framework for Self-Adaptive Agents in Realistic Environments	Jan 18, 2025	In-Context LearningRAG	—Unverified	0
LD-DETR: Loop Decoder DEtection TRansformer for Video Moment Retrieval and Highlight Detection	Jan 18, 2025	Contrastive LearningDecoder	CodeCode Available	1
A Resource-Efficient Training Framework for Remote Sensing Text--Image Retrieval	Jan 18, 2025	DescriptiveImage Retrieval	CodeCode Available	0
Multi-modal Fusion and Query Refinement Network for Video Moment Retrieval and Highlight Detection	Jan 18, 2025	AvgHighlight Detection	—Unverified	0
GEC-RAG: Improving Generative Error Correction via Retrieval-Augmented Generation for Automatic Speech Recognition Systems	Jan 18, 2025	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
ArxEval: Evaluating Retrieval and Generation in Language Models for Scientific Literature	Jan 17, 2025	HallucinationRetrieval	—Unverified	0
FRAG: A Flexible Modular Framework for Retrieval-Augmented Generation based on Knowledge Graphs	Jan 17, 2025	HallucinationKnowledge Graphs	—Unverified	0
Multi-stage Training of Bilingual Islamic LLM for Neural Passage Retrieval	Jan 17, 2025	Data AugmentationDomain Adaptation	—Unverified	0

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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