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 2671–2680 of 14297 papers

Title	Date	Tasks	Status	Hype
Chronologically Accurate Retrieval for Temporal Grounding of Motion-Language Models	Jul 22, 2024	Motion GenerationRetrieval	—Unverified	0
Personalization of Dataset Retrieval Results using a Metadata-based Data Valuation Method	Jul 22, 2024	Data ValuationRetrieval	—Unverified	0
Decoding BACnet Packets: A Large Language Model Approach for Packet Interpretation	Jul 22, 2024	Language ModelingLanguage Modelling	—Unverified	0
MoRSE: Bridging the Gap in Cybersecurity Expertise with Retrieval Augmented Generation	Jul 22, 2024	ChatbotRAG	—Unverified	0
Customized Retrieval Augmented Generation and Benchmarking for EDA Tool Documentation QA	Jul 22, 2024	BenchmarkingContrastive Learning	CodeCode Available	0
Retrieval with Learned Similarities	Jul 22, 2024	Question AnsweringRecommendation Systems	CodeCode Available	2
Fact-Aware Multimodal Retrieval Augmentation for Accurate Medical Radiology Report Generation	Jul 21, 2024	DiagnosticRAG	—Unverified	0
Exploiting Pre-trained Models for Drug Target Affinity Prediction with Nearest Neighbors	Jul 21, 2024	Drug DiscoveryPrediction	—Unverified	0
Prior Knowledge Integration via LLM Encoding and Pseudo Event Regulation for Video Moment Retrieval	Jul 21, 2024	General KnowledgeHighlight Detection	CodeCode Available	2
Assessing Brittleness of Image-Text Retrieval Benchmarks from Vision-Language Models Perspective	Jul 21, 2024	Image-text RetrievalInformation Retrieval	—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